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          "Past domestic violence involving the hero and a fatal outcome for his wife; bereavement, parental absence, social disgrace and bigamy-related family upheaval. Consult the Janine source summary before choosing; these notes are selective."
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        "verdict_summary": "Recommended with reservations for mature companionship and marriage becoming love through ordinary attention. George and Dora are the principal strength; the extended conclusion and delayed disclosure limit the writing assessment. Four core scores are provisional. A directly reported HEA remains distinct from unscored ending satisfaction and reread appeal.",
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          "Caz Owens reports bereavement, a former wife’s suicide and family estrangement. mimosaeyes flags a disturbing incest-related reveal in the past; treat that as selective reader testimony, not an exhaustive warning inventory. Late threats and disclosure can disrupt the comforting tone."
        ],
        "recommended_for": [
          "Choose it for mature leads, music, everyday affection and the pleasure of a familiar group reaching settled lives. It is less promising if you need a brisk finish, immediate emotional disclosure or consistently low tension. The relationship and the farewell have different jobs: enjoying one does not require finding every page of the other necessary."
        ],
        "not_for_readers_seeking": [
          "Choose it for mature leads, music, everyday affection and the pleasure of a familiar group reaching settled lives. It is less promising if you need a brisk finish, immediate emotional disclosure or consistently low tension. The relationship and the farewell have different jobs: enjoying one does not require finding every page of the other necessary."
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      },
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      "publication_date": "2015-09-01",
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      "source_url": "https://eiknaromance.com/reviews/only-a-kiss/",
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      "editorial_summary": "Imogen has made a contained life in Cornwall after surviving wartime captivity and her husband’s death. Percy arrives to inspect an estate he inherited and discovers that its household has continued without him. His interest in the widow places her need for privacy beside his habit of saying what he thinks.",
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          "PW and Harlequin Junkie report wartime captivity, a husband tortured in front of Imogen and bereavement. The Reddit OP describes Percy directly asking about rape; that question does not verify whether rape occurred. Aggressive courtship deserves attention. These notes do not constitute an exhaustive sexual-violence inventory."
        ],
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          "Best for polished historical prose, difficult memories and humor within a populated household. Consider another option if intrusive questions or aggressive seduction break your trust in a hero, if you need a heroine’s identity developed extensively beyond trauma, or if the relationship must be more compelling than the mystery. Your response to Percy is likely to determine the recommendation."
        ],
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          "Best for polished historical prose, difficult memories and humor within a populated household. Consider another option if intrusive questions or aggressive seduction break your trust in a hero, if you need a heroine’s identity developed extensively beyond trauma, or if the relationship must be more compelling than the mystery. Your response to Percy is likely to determine the recommendation."
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        "heat_level": {
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        },
        "ending": {
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        },
        "cover": {
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          "evidence_ids": []
        }
      },
      "field_provenance": {
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        "sexual_content": {
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          "status": "REPORTED"
        }
      },
      "eikna": {
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        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-05",
      "source_record_id": "eikna-romance:rock-addiction",
      "title": "Rock Addiction",
      "authors": [
        {
          "display_name": "Nalini Singh",
          "role": "AUTHOR",
          "source": "https://books.apple.com/us/book/rock-addiction/id907444981"
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      ],
      "isbn_13": null,
      "asin": null,
      "language": "en",
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      "publisher": "TKA Distribution",
      "source_url": "https://eiknaromance.com/reviews/rock-addiction/",
      "description_source": "https://books.apple.com/us/book/rock-addiction/id907444981",
      "editorial_summary": "Molly Webster has built a quiet life after a family scandal exposed her to attention she could not control. Zachary Fox offers the opposite future: he is a famous singer whose ordinary movements can become news. A night together becomes a proposed monthlong fling, with markedly different expectations about what happens afterward.",
      "updated_at": "2026-10-07",
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        "rating_status": "PROVISIONAL",
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        "firsthand_read": false,
        "score_coverage_percent": 85,
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          "heat": null,
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        },
        "verdict_summary": "A mixed recommendation for highly sexual rock-star fantasy and consuming devotion. Publicity fears give Molly a concrete reason to hesitate, but Fox’s immediate certainty, control and repeated sexual scenes may be substantial obstacles.",
        "strengths": [
          "Intensity; premise needs trust",
          "Privacy and possession collide",
          "Competent prose; repeated intensity",
          "Consuming affection; crowded trauma"
        ],
        "cautions": [
          "Checked criticism reports media harassment, bullying, parental abandonment, maternal alcoholism and a father’s sexual involvement with a minor. Possessive behavior and rapid commitment also warrant attention. These notes are selective, not a complete warning inventory."
        ],
        "recommended_for": [
          "Try it for immediate lust, rock-band community and a hero certain he wants forever. Consider another book if you need gradual courtship, strong independence maintained throughout or few sexual scenes."
        ],
        "not_for_readers_seeking": [
          "Try it for immediate lust, rock-band community and a hero certain he wants forever. Consider another book if you need gradual courtship, strong independence maintained throughout or few sexual scenes."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
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      },
      "edition_records": [
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          "publisher": "TKA Distribution",
          "page_count": 422,
          "source": "https://books.apple.com/us/book/rock-addiction/id907444981"
        }
      ],
      "reported_discovery_notes": [
        {
          "field": "slow_burn",
          "reported_value": false,
          "source_url": "https://nalinisingh.com/books/rock-kiss-series/rock-addiction/",
          "source_name": "Nalini Singh, official book page",
          "checked_at": "2026-10-05",
          "evidence_summary": "The official premise begins with a one-night sexual encounter.",
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          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
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        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Identity evidence not verified",
          "genre assessment pending",
          "tropes assessment pending",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://books.apple.com/us/book/rock-addiction/id907444981",
          "https://nalinisingh.com/books/rock-kiss-series/rock-addiction/"
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      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 0,
        "unassessed_fields": [
          "genre",
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          "content_warnings"
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      },
      "content_hash": "42d55bcd58af218d5c633700d703ed8c8a0736b2f1e7579e6f543b51211d2609"
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      "ending_confidence": "Moderate",
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
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      "romance_scope_evidence": [
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          "evidence_id": "review:rock-courtship:discovery:romance_role",
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      "pairing_evidence": [
        {
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      "heat_evidence": [
        {
          "evidence_id": "review:rock-courtship:discovery:sexual_content",
          "source_url": "https://twimom227.com/2014/10/quickie-review-rock-courtship-by-nalini-singh.html",
          "status": "REPORTED"
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      "ending_evidence": [
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      ],
      "moods": [],
      "representation": [],
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      "evidence": [
        {
          "id": "review:rock-courtship:title",
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          "proposed_value": "Rock Courtship",
          "source_url": "https://books.apple.com/us/book/rock-courtship/id910529126",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rock-courtship:authors",
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          "proposed_value": [
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          "source_url": "https://books.apple.com/us/book/rock-courtship/id910529126",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rock-courtship:edition_type",
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          "proposed_value": "ebook",
          "source_url": "https://books.apple.com/us/book/rock-courtship/id910529126",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rock-courtship:publication_date",
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          "proposed_value": "2014-09-30",
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "lineage_origins": [
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:rock-courtship:publisher",
          "field": "publisher",
          "proposed_value": "TKA Distribution",
          "source_url": "https://books.apple.com/us/book/rock-courtship/id910529126",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
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          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://books.apple.com/us/book/rock-courtship/id910529126"
          ]
        },
        {
          "id": "review:rock-courtship:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://books.apple.com/us/book/rock-courtship/id910529126",
          "source_name": "Apple Books US, publisher-supplied edition",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:rock-courtship:source:author",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://nalinisingh.com/books/rock-kiss-series/rock-courtship/",
          "source_name": "Nalini Singh, official book page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rock-courtship:source:ana",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://anacoqui.com/2014/10/04/rock-courtship-a-rock-kiss-novella-by-nalini-singh/",
          "source_name": "RomBkLove, Ana Coqui",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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        },
        {
          "id": "review:rock-courtship:source:jen",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://twimom227.com/2014/10/quickie-review-rock-courtship-by-nalini-singh.html",
          "source_name": "Twimom227, Jen",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rock-courtship:source:books",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://1girl2manybooks.wordpress.com/2014/09/21/review-rock-courtship-nalini-singh/",
          "source_name": "All The Books I Can Read",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:rock-courtship:source:community",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "StoryGraph, chellj, ssejig and izziede",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
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        },
        {
          "id": "review:rock-courtship:source:community2",
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "StoryGraph, theladyinreds and melinda",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:rock-courtship:ending-reported",
          "field": "ending",
          "proposed_value": "HEA",
          "source_url": "https://app.thestorygraph.com/book_reviews/e1011d8a-34af-421c-9bd4-019ceda4f55c?page=14",
          "source_name": "StoryGraph, chellj, ssejig and izziede",
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          "evidence_summary": "The inspected reviewer explicitly reports HEA; ending satisfaction remains unscored.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rock-courtship:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://nalinisingh.com/books/rock-kiss-series/rock-courtship/",
          "source_name": "Nalini Singh, official book page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Official premise centers the couple’s courtship.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rock-courtship:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://nalinisingh.com/books/rock-kiss-series/rock-courtship/",
          "source_name": "Nalini Singh, official book page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Official premise identifies one woman and one man as romantic leads.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://nalinisingh.com/books/rock-kiss-series/rock-courtship/"
          ]
        },
        {
          "id": "review:rock-courtship:discovery:sexual_content",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://twimom227.com/2014/10/quickie-review-rock-courtship-by-nalini-singh.html",
          "source_name": "Twimom227, Jen",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Jen explicitly reports sexual scenes.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://twimom227.com/2014/10/quickie-review-rock-courtship-by-nalini-singh.html"
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      "title": "Rock Redemption",
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          "notes": "Reconciliation follows a damaging marriage; tag is structural, not an endorsement of behavior."
        }
      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:rock-wedding:discovery:pairing",
          "source_url": "https://nalinisingh.com/books/rock-kiss-series/rock-wedding/",
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        }
      ],
      "heat_evidence": [],
      "ending_evidence": [],
      "moods": [],
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      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
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          "lineage_origins": [
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          "id": "review:rock-wedding:authors",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://books.apple.com/us/book/rock-wedding/id1125058131"
          ]
        },
        {
          "id": "review:rock-wedding:edition_type",
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          "proposed_value": "ebook",
          "source_url": "https://books.apple.com/us/book/rock-wedding/id1125058131",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
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        },
        {
          "id": "review:rock-wedding:publication_date",
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          "source_url": "https://books.apple.com/us/book/rock-wedding/id1125058131",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://books.apple.com/us/book/rock-wedding/id1125058131"
          ]
        },
        {
          "id": "review:rock-wedding:publisher",
          "field": "publisher",
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          "source_url": "https://books.apple.com/us/book/rock-wedding/id1125058131",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://books.apple.com/us/book/rock-wedding/id1125058131"
          ]
        },
        {
          "id": "review:rock-wedding:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://books.apple.com/us/book/rock-wedding/id1125058131",
          "source_name": "Apple Books US, publisher-supplied edition",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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            "https://books.apple.com/us/book/rock-wedding/id1125058131"
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        },
        {
          "id": "review:rock-wedding:source:author",
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "Nalini Singh",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "lineage_origins": [
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        },
        {
          "id": "review:rock-wedding:source:pushers",
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "The Book Pushers, E and Has",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:rock-wedding:source:kalafudra",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://kalafudra.com/2020/08/31/rock-wedding-nalini-singh/",
          "source_name": "kalafudra’s Stuff",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:rock-wedding:source:community",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/book_reviews/fcf81d05-680c-44d9-a69e-e853d9aa1c15?page=5&sort=lowest_rated",
          "source_name": "StoryGraph, inspected written responses",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:rock-wedding:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://nalinisingh.com/books/rock-kiss-series/rock-wedding/",
          "source_name": "Nalini Singh",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Sarah and her ex-husband Abe are the romantic leads.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://nalinisingh.com/books/rock-kiss-series/rock-wedding/"
          ]
        },
        {
          "id": "review:rock-wedding:discovery:romance_role",
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          "proposed_value": "PRIMARY",
          "source_url": "https://thebookpushers.com/2016/07/29/review-rock-wedding-by-nalini-singh/",
          "source_name": "The Book Pushers, E and Has",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "E and Has focus on restored trust and an earned marital reunion.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "local-trope:rock-wedding:second-chance:b7940cf986",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Second Chance",
          "source_url": "https://nalinisingh.com/books/rock-kiss-series/rock-wedding/",
          "source_name": "Nalini Singh — Rock Wedding",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "After Sarah and Abe divorce, he seeks another chance to prove his love and rebuild her trust.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://nalinisingh.com/books/rock-kiss-series/rock-wedding/"
          ]
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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        "publisher": {
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          "evidence_ids": [
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        },
        "genre": {
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        },
        "tropes": {
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          "evidence_ids": [
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        },
        "heat_level": {
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        },
        "ending": {
          "status": "NOT_ASSESSED",
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        },
        "cover": {
          "status": "NOT_ASSESSED",
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      },
      "field_provenance": {
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          ]
        },
        "pairing": {
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          "evidence_ids": [
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        "romance_role": {
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          "evidence_ids": [
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          "status": "REPORTED"
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        "unmapped_trope_candidates": {
          "origin": "EIKNA_ROMANCE_RESEARCHED",
          "status": "LOCAL_CURATION_CANONICAL_MAPPING_PENDING",
          "evidence_ids": [
            "local-trope:rock-wedding:second-chance:b7940cf986"
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        }
      },
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-05",
      "source_record_id": "eikna-romance:rock-wedding",
      "title": "Rock Wedding",
      "authors": [
        {
          "display_name": "Nalini Singh",
          "role": "AUTHOR",
          "source": "https://books.apple.com/us/book/rock-wedding/id1125058131"
        }
      ],
      "isbn_13": null,
      "asin": null,
      "language": "en",
      "edition_type": "ebook",
      "publication_date": "2016-07-19",
      "publisher": "TKA Distribution",
      "source_url": "https://eiknaromance.com/reviews/rock-wedding/",
      "description_source": "https://books.apple.com/us/book/rock-wedding/id1125058131",
      "editorial_summary": "Sarah Smith’s marriage to Abe Bellamy ended with more pain than the home she had hoped to build. Now the musician wants another chance, and Sarah has a life outside him to protect. The question is what changed behavior can make believable after words and actions have already damaged trust.",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
      "contract_version": "1.0",
      "mapping": {
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      "review": {
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        "reviewer": "Eikna Editorial Team",
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        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3.5,
          "characters": 3.5,
          "writing": 4,
          "emotional_impact": 4,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Recommended with qualifications for recovery-based second chances and an emotionally generous series finale. Its craft is strongest when changed present behavior answers the earlier marriage. The heroine’s independence and body-image language draw substantive criticism. Our four-core score is provisional.",
        "strengths": [
          "Amends must earn the return",
          "Growth; separate life needs space",
          "Changed responses anchor structure",
          "Pain and welcome coexist"
        ],
        "cautions": [
          "The Book Pushers specifically flags miscarriage and stillbirth. Inspected criticism also describes addiction, grief and damaging treatment within the earlier marriage. kalafudra objects to fat-negative body talk. These are selective notes, not an exhaustive warning list."
        ],
        "recommended_for": [
          "Choose it for visible amends, emotional reunion and time with established series couples. Consider another book if pregnancy loss, addiction or wedding-heavy storytelling are boundaries, or if body acceptance needs to be handled without fat-negative reassurance."
        ],
        "not_for_readers_seeking": [
          "Choose it for visible amends, emotional reunion and time with established series couples. Consider another book if pregnancy loss, addiction or wedding-heavy storytelling are boundaries, or if body acceptance needs to be handled without fat-negative reassurance."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
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        "apple_books": null,
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        "other": []
      },
      "edition_records": [
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          "page_count": 382,
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        }
      ],
      "reported_discovery_notes": [],
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        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Identity evidence not verified",
          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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          "https://nalinisingh.com/books/rock-kiss-series/rock-wedding/"
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      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
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          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
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      "content_hash": "6ce5f564836b32b0b2cd2ed3640d30582cce35c2c0b1a1735004728f5f72130a"
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      "ending_confidence": "Moderate",
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
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      "darkness": null,
      "tear_rating": null,
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      "romance_scope_evidence": [
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          "evidence_id": "review:cherish-hard:discovery:romance_role",
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          "status": "REPORTED"
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      "unmapped_trope_candidates": [],
      "pairing_evidence": [
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          "evidence_id": "review:cherish-hard:discovery:pairing",
          "source_url": "https://nalinisingh.com/books/hard-play-series/cherish-hard/",
          "status": "VERIFIED"
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      "heat_evidence": [],
      "ending_evidence": [
        {
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          "source_url": "https://bookishdevices.com/2017/10/31/ns/",
          "status": "REPORTED"
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      "moods": [],
      "representation": [],
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      "evidence": [
        {
          "id": "review:cherish-hard:title",
          "field": "title",
          "proposed_value": "Cherish Hard",
          "source_url": "https://books.apple.com/us/book/cherish-hard/id1294457610",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:cherish-hard:authors",
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          "proposed_value": [
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              "display_name": "Nalini Singh",
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          ],
          "source_url": "https://books.apple.com/us/book/cherish-hard/id1294457610",
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      "created_at": "2026-10-05",
      "source_record_id": "eikna-romance:cherish-hard",
      "title": "Cherish Hard",
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      "editorial_summary": "Ísa Rain wants affection that makes room for family, while Sailor Bishop has built his plans around a landscaping business. A temporary corporate assignment brings them into sustained contact after an impulsive kiss. Attraction is already possible; the harder question is whether the life he is pursuing has space for hers.",
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        "verdict_summary": "A qualified recommendation for teasing chemistry, family affection and ambitious adults testing practical compatibility. Its central limitation is repeated waiting for an expected hurt. The provisional four-core assessment is mixed-to-positive, with pace and communication more contested than the setup.",
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          "source_type": "PUBLISHER",
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          "confidence": "High",
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        },
        {
          "id": "review:rebel-hard:edition_type",
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          "proposed_value": "ebook",
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          "confidence": "High",
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        },
        {
          "id": "review:rebel-hard:publication_date",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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        },
        {
          "id": "review:rebel-hard:publisher",
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          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "independence_checked": true,
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        },
        {
          "id": "review:rebel-hard:source:publisher",
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          "source_name": "Apple Books US, publisher-supplied edition",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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        },
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        },
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        },
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          "id": "review:rebel-hard:source:friends",
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          "evidence_summary": "The inspected reviewer explicitly reports HEA; ending satisfaction remains unscored.",
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        },
        {
          "id": "review:rebel-hard:discovery:pairing",
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          "evidence_summary": "Nayna and Raj are identified as the romantic leads.",
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        },
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      "created_at": "2026-10-05",
      "source_record_id": "eikna-romance:rebel-hard",
      "title": "Rebel Hard",
      "authors": [
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      "editorial_summary": "Nayna Sharma agrees to an arranged marriage hoping to ease strain within her family, then realizes how little room a traditional future might leave for what she wants. Raj Sen wants the stability of precisely that kind of family life. Their attraction begins before either knows a formal introduction will bring them together again.",
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        "verdict_summary": "Recommended for a family-centered romance in which security and freedom need to become compatible. The strongest evidence concerns compromise and Nayna’s self-definition. Length, accelerated physical attraction and limited exploration of Raj’s adoption history qualify the provisional four-core score.",
        "strengths": [
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        ],
        "recommended_for": [
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        ],
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      "created_at": "2026-10-05",
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      "title": "Love Hard",
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      "description_source": "https://nalinisingh.com/books/hard-play-series/love-hard/",
      "editorial_summary": "Jake Esera has built his life around rugby and raising his daughter after her mother's death. Juliet Nelisi returns to his orbit carrying an unwelcome connection to professional sport through her former partner. Their shared school history complicates the attraction without making either person a stranger. <a href=\"#source-publisher\">Nalini Singh, official Love Hard page</a>",
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        "verdict_summary": "A qualified choice for grief-aware tenderness, single-parent care and family welcome. Less persuasive for readers needing sustained internal conflict or incisive banter throughout.",
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        ],
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        ],
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      "reported_discovery_notes": [
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          "evidence_summary": "Reader finds wedding and internal-thought passages slow.",
          "mapping_note": "Scoped observation; does not establish an overall canonical pacing value.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
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          "genre assessment pending",
          "tropes assessment pending",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
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      "discovery_audit": {
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        },
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        }
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      "created_at": "2026-10-05",
      "source_record_id": "eikna-romance:kiss-hard",
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      "created_at": "2026-10-05",
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      "editorial_summary": "Trilby is an independent ship trader whose already precarious circumstances become more dangerous after Rhis enters her life. He brings military connections and withheld information into a story of pursuit and uncertain loyalties. Their attraction must contend with differences in status as well as immediate survival. <a href=\"#source-publisher\">Penguin Random House, Finders Keepers</a> <a href=\"#source-bookfool\">Bookfoolery, Bookfool</a>",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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      "created_at": "2026-10-05",
      "source_record_id": "eikna-romance:shades-of-dark",
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          "Choose it after Gabriel’s Ghost if an established couple confronting power, responsibility and potentially unforgivable choices interests you. It is a weaker fit for restorative partner security or brisk action throughout. A strong heroine need not make every outcome comforting: the recommendation turns on how much moral damage you can accept within an ongoing love story."
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "evidence_ids": [
            "review:hopes-folly:discovery:pairing"
          ]
        },
        "romance_role": {
          "status": "REPORTED",
          "assessed_at": "2026-10-05",
          "evidence_ids": [
            "review:hopes-folly:discovery:romance_role"
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        },
        "sexual_content": {
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          "evidence_ids": [
            "review:hopes-folly:discovery:sexual_content"
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        },
        "genre": {
          "status": "NOT_ASSESSED",
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        },
        "tropes": {
          "status": "NOT_ASSESSED",
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        "heat_level": {
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        "ending": {
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      },
      "field_provenance": {
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        "romance_role": {
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          "evidence_ids": [
            "review:hopes-folly:discovery:romance_role"
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          "status": "REPORTED"
        },
        "sexual_content": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:hopes-folly:discovery:sexual_content"
          ],
          "status": "REPORTED"
        }
      },
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-05",
      "source_record_id": "eikna-romance:hopes-folly",
      "title": "Hope’s Folly",
      "authors": [
        {
          "display_name": "Linnea Sinclair",
          "role": "AUTHOR",
          "source": "https://books.apple.com/us/book/hopes-folly/id1367215767"
        }
      ],
      "isbn_13": null,
      "asin": null,
      "language": "en",
      "edition_type": "ebook",
      "publication_date": "2016-01-19",
      "publisher": "Linnea Sinclair",
      "source_url": "https://eiknaromance.com/reviews/hopes-folly/",
      "description_source": "https://books.apple.com/us/book/hopes-folly/id1367215767",
      "editorial_summary": "Admiral Philip Guthrie needs a functioning ship and a crew while the empire wants him dead. Rya Bennton becomes his bodyguard, but her longstanding idealization of him and his guilt about her father complicate their attraction. Their working partnership gives an adult relationship a chance to replace a childhood fantasy.",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
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        "status": "PENDING_LIVE_SCHEMA",
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        "review_date": "2026-10-05",
        "rating_if_used": 3.5,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3.5,
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          "writing": 3.5,
          "emotional_impact": 3.5,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Recommended with reservations for military competence, an injured older hero and a protective heroine. Specific compatibility supports the romance, but idealization, withheld feelings and repeated peril limit confidence in its development. Four core scores are provisional. The inspected criticism supports an affectionate outcome without establishing a precise HEA/HFN classification.",
        "strengths": [
          "Specific compatibility; compressed development",
          "Different kinds of competence",
          "Crisis can become repetition",
          "Idealization meets guilt"
        ],
        "cautions": [
          "The publisher establishes bereavement, guilt over Rya’s father’s death, childhood idealization and a commanding-officer/bodyguard relationship. Ana reports age disparity and body insecurity. Childhood admiration is not evidence of a childhood sexual relationship; the present couple are adults."
        ],
        "recommended_for": [
          "Choose it for shared military knowledge, a woman providing protection and romantic reconsideration after an unsuccessful marriage. Read earlier Dock Five novels for Philip’s development. It is less suitable if idealization or command hierarchy distracts you, or if repeated mechanical peril feels like postponement. The central question is whether working well together becomes knowing each other well enough."
        ],
        "not_for_readers_seeking": [
          "Choose it for shared military knowledge, a woman providing protection and romantic reconsideration after an unsuccessful marriage. Read earlier Dock Five novels for Philip’s development. It is less suitable if idealization or command hierarchy distracts you, or if repeated mechanical peril feels like postponement. The central question is whether working well together becomes knowing each other well enough."
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        "apple_books": null,
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      },
      "edition_records": [
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        "canonical_taxonomy_ids"
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      "readiness": {
        "ready": false,
        "blockers": [
          "Identity evidence not verified",
          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 0,
        "unassessed_fields": [
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      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "cover": null,
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      "romance_scope_evidence": [
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      "unmapped_trope_candidates": [],
      "pairing_evidence": [
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          "evidence_id": "review:rebels-and-lovers:discovery:pairing",
          "source_url": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006",
          "status": "VERIFIED"
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      "heat_evidence": [
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          "evidence_id": "review:rebels-and-lovers:discovery:sexual_content",
          "source_url": "https://app.thestorygraph.com/book_reviews/00029860-13dd-4188-9eae-3078d3599e02?sort=oldest",
          "status": "REPORTED"
        }
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      "representation": [],
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      "evidence": [
        {
          "id": "review:rebels-and-lovers:title",
          "field": "title",
          "proposed_value": "Rebels and Lovers",
          "source_url": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "proposed_value": [
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              "display_name": "Linnea Sinclair",
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              "source": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006"
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          ],
          "source_url": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006"
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        },
        {
          "id": "review:rebels-and-lovers:edition_type",
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          "proposed_value": "ebook",
          "source_url": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006"
          ]
        },
        {
          "id": "review:rebels-and-lovers:publication_date",
          "field": "publication_date",
          "proposed_value": "2015-11-10",
          "source_url": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006"
          ]
        },
        {
          "id": "review:rebels-and-lovers:publisher",
          "field": "publisher",
          "proposed_value": "Linnea Sinclair",
          "source_url": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006"
          ]
        },
        {
          "id": "review:rebels-and-lovers:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006",
          "source_name": "Apple Books, publisher description",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
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          "id": "review:rebels-and-lovers:source:janicu",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://specficromantic.com/2010/02/28/rebels-and-lovers-by-linnea-sinclair/",
          "source_name": "specficromantic, janicu",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:rebels-and-lovers:source:kathy",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://kathysreviewcorner.com/reviews/SinclairLinnea/SinclairRebelsAndLovers.html",
          "source_name": "Kathy’s Review Corner",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rebels-and-lovers:source:community",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/book_reviews/00029860-13dd-4188-9eae-3078d3599e02?sort=oldest",
          "source_name": "StoryGraph, rednikki, abkeuser and other inspected readers",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:rebels-and-lovers:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://books.apple.com/gb/book/rebels-and-lovers/id1367217006",
          "source_name": "Apple Books, publisher description",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Publisher names the woman and man as romantic partners.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:rebels-and-lovers:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "MAJOR",
          "source_url": "https://specficromantic.com/2010/02/28/rebels-and-lovers-by-linnea-sinclair/",
          "source_name": "specficromantic, janicu",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Criticism discusses a substantial relationship alongside external adventure.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:rebels-and-lovers:discovery:sexual_content",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://app.thestorygraph.com/book_reviews/00029860-13dd-4188-9eae-3078d3599e02?sort=oldest",
          "source_name": "StoryGraph, rednikki, abkeuser and other inspected readers",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-05",
          "evidence_summary": "Inspected evidence explicitly discusses a sexual encounter or love scene.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        }
      ],
      "romance_role": "MAJOR",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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          "evidence_ids": [
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        "pairing": {
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        "romance_role": {
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          "evidence_ids": [
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        "sexual_content": {
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          "evidence_ids": [
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        "genre": {
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          "evidence_ids": []
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        "tropes": {
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          "evidence_ids": []
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        "heat_level": {
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          "evidence_ids": []
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        "ending": {
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          "evidence_ids": []
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        "cover": {
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          "evidence_ids": []
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      "field_provenance": {
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          "evidence_ids": [
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          "status": "VERIFIED"
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      "created_at": "2026-10-05",
      "source_record_id": "eikna-romance:rebels-and-lovers",
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          "source_url": "https://books.apple.com/ca/book/the-down-home-zombie-blues/id1365338786",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "id": "review:the-down-home-zombie-blues:source:gossamer",
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      "sexual_content": "YES",
      "ending": "HEA",
      "pacing": "unknown",
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      "source_record_id": "eikna-romance:the-down-home-zombie-blues",
      "title": "The Down Home Zombie Blues",
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      "editorial_summary": "Florida detective Theo Petrakos investigates a corpse and unfamiliar technology, only to become the partner and prisoner of an intergalactic commander. Jorie needs his local knowledge to stop a biomechanical infestation. Their usefulness to each other makes attraction possible, while her authority over his freedom makes the arrangement difficult to treat as simple cooperation.",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "source_name": "The Book Smugglers, Ana",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/reviews/f1f6c068-40e1-48d1-9fc1-9678de4bc0db",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "source_url": "https://books.apple.com/gb/audiobook/an-accidental-goddess/id1641951537",
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          "retrieved_at": "2026-10-05",
          "evidence_summary": "Publisher names the woman and man as romantic partners.",
          "confidence": "High",
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          "source_name": "The Book Smugglers, Ana",
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      "romance_role": "MAJOR",
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      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
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      "title": "An Accidental Goddess",
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        }
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      "created_at": "2026-10-06",
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          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
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          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
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      "romance_scope_evidence": [
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      "pairing_evidence": [
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      "heat_evidence": [
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      "evidence": [
        {
          "id": "review:wolf-rain:title",
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          "proposed_value": "Wolf Rain",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "source_url": "https://www.penguinrandomhouse.com/books/602083/wolf-rain-by-nalini-singh/paperback/",
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        {
          "id": "review:wolf-rain:edition_type",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "id": "review:wolf-rain:publication_date",
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          "proposed_value": "2020-02-25",
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          "source_name": "Inspected author/publisher evidence",
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        },
        {
          "id": "review:wolf-rain:publisher",
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          "proposed_value": "Berkley",
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "id": "review:wolf-rain:source:aar",
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          "id": "review:wolf-rain:source:panels",
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          "source_url": "https://www.loveinpanels.com/prose/wolf-rain",
          "source_name": "Love in Panels, Ana Coqui",
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          "id": "review:wolf-rain:source:dear",
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          "source_name": "Dear Author, Janine and Jennie",
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          "id": "review:wolf-rain:discovery:pairing",
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        },
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      "editorial_summary": "Alex Lovell helps threatened clients disappear into safer lives. When Melanie Bess vanishes beyond their agreed contact arrangement, that protective skill becomes the starting point of an investigation. Detective Nathan Devereaux and the Tracers’ forensic expertise help Alex pursue a case whose danger reaches back toward her. <a href=\"#source-publisher\">Laura Griffin, Untraceable</a>",
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      "created_at": "2026-10-06",
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      "editorial_summary": "Elaina McCord arrives at a Texas coastal investigation with an FBI career to prove and a theory local officers do not welcome. True-crime writer Troy Stockton knows the territory, but accepting her interpretation may threaten the story on which his own reputation rests. <a href=\"#source-publisher\">Laura Griffin, official Unspeakable page</a>",
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        }
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      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
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      "content_warnings_assessed": false,
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      "created_at": "2026-10-06",
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        {
          "display_name": "Rachel Grant",
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      "editorial_summary": "Mara Garrett’s work recovering soldiers’ remains ends with imprisonment and a death sentence in North Korea. Curt Dominick rescues her, but he is also the attorney prosecuting the uncle she loves. Survival brings them together before either can resolve a conflict of loyalty that attraction cannot erase. <a href=\"#source-publisher\">Rachel Grant, official Body of Evidence page</a>",
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          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
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        "independent_evidence_roots": [
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      "discovery_audit": {
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      "source_record_id": "eikna-romance:silent-evidence",
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      "editorial_summary": "Maddie Foster’s work cataloguing human remains becomes unsafe around an intimidating guard. She asks Josh Warner to act as her boyfriend. The operative is already his troubled niece’s guardian, so a protective favor opens into competing demands on his care. <a href=\"#source-publisher\">Apple Books publisher description</a>",
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      "editorial_summary": "Dr. Viveca Lancaster arrives in a Black Michigan community in 1876 to practice medicine. Her training has prepared her to resist restrictions on women physicians, but mayor Nate Grayson brings another kind of obstacle. Attraction develops where professional recognition and local authority are already contested. <a href=\"#source-publisher\">Beverly Jenkins, Vivid</a>",
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          "evidence_summary": "The inspected reviewer explicitly reports HEA; ending satisfaction remains unscored.",
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          "evidence_summary": "Woman Hester and man Galen are the romantic leads.",
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          "evidence_summary": "Critic substantially assesses central courtship.",
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          "evidence_summary": "Reviewer reports steamy sex.",
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          "evidence_summary": "Reviewer explicitly describes slow-building romance.",
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      ],
      "romance_role": "MAJOR",
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      "heat_level": "UNKNOWN",
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      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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      "eikna": {
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      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:indigo",
      "title": "Indigo",
      "authors": [
        {
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      "editorial_summary": "Hester Wyatt’s promise to protect a wounded man belongs to a larger commitment: helping people escape enslavement. The injured conductor she hides is also the arrogant stranger who tests her patience. Attraction develops inside work whose dangers cannot be resolved simply by finding the right partner. <a href=\"#source-publisher\">Beverly Jenkins, Indigo</a>",
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        },
        "verdict_summary": "Recommended for a courageous heroine and love inseparable from resistance. The hero’s persistence and a disputed shift from communal danger to lavish courtship make the recommendation conditional.",
        "strengths": [
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          "Agency within community",
          "Historically integral; uneven shape",
          "Joy with vulnerability"
        ],
        "cautions": [
          "The premise establishes enslavement, slave catchers, betrayal and an injured fugitive. Detailed depiction levels and an exhaustive warning inventory remain unverified. <a href=\"#source-publisher\">Beverly Jenkins, Indigo</a>"
        ],
        "recommended_for": [
          "Choose for a slow-building romance if unwanted gifts and persistent pursuit are tolerable boundaries. Avoid if repeated disregard of a heroine’s wishes is disqualifying. <a href=\"#source-ash\">Red-Haired Ash Reads, Indigo</a>"
        ],
        "not_for_readers_seeking": [
          "Choose for a slow-building romance if unwanted gifts and persistent pursuit are tolerable boundaries. Avoid if repeated disregard of a heroine’s wishes is disqualifying. <a href=\"#source-ash\">Red-Haired Ash Reads, Indigo</a>"
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
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      "readiness": {
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          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "heat_level assessment pending",
          "ending needs verification or an explicit assessed UNKNOWN",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 0,
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      "unmapped_trope_candidates": [],
      "pairing_evidence": [
        {
          "evidence_id": "review:topaz:discovery:pairing",
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          "status": "VERIFIED"
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      "heat_evidence": [
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      "evidence": [
        {
          "id": "review:topaz:title",
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          ],
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/topaz/",
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        {
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        ],
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      "created_at": "2026-10-06",
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      "title": "Jewel",
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      "editorial_summary": "Eli Grayson needs a chance to pursue his business ambitions and asks his friend Jewel to pretend to be his wife for one night. When their deception becomes public, protecting her reputation and his career requires an actual marriage. <a href=\"#source-publisher\">Beverly Jenkins, Jewel</a>",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
          ]
        },
        {
          "id": "review:captured:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Beverly Jenkins",
              "role": "AUTHOR",
              "source": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
            }
          ],
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
          ]
        },
        {
          "id": "review:captured:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9780061547799",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
          ]
        },
        {
          "id": "review:captured:publication_date",
          "field": "publication_date",
          "proposed_value": "2009-09-29",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
          ]
        },
        {
          "id": "review:captured:publisher",
          "field": "publisher",
          "proposed_value": "Avon",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
          ]
        },
        {
          "id": "review:captured:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/",
          "source_name": "Beverly Jenkins, Captured",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
          ]
        },
        {
          "id": "review:captured:source:critic",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://allaboutromance.com/book-review/captured-2/",
          "source_name": "All About Romance, Lynn Spencer",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://allaboutromance.com/book-review/captured-2/"
          ]
        },
        {
          "id": "review:captured:source:counter",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/reviews/a42f8406-c0c5-4901-a0ea-167dea1c5686",
          "source_name": "StoryGraph, gigireadswithkiki",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://app.thestorygraph.com/reviews/a42f8406-c0c5-4901-a0ea-167dea1c5686"
          ]
        },
        {
          "id": "review:captured:source:reader",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/reviews/1d85415e-3532-4e24-ab8b-55155d376661",
          "source_name": "StoryGraph, thetimetravelteacher",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://app.thestorygraph.com/reviews/1d85415e-3532-4e24-ab8b-55155d376661"
          ]
        },
        {
          "id": "review:captured:source:reader_positive",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/reviews/adf5cf7a-e772-43ed-8b8b-799d35469fcf",
          "source_name": "StoryGraph, yourbookishbff",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://app.thestorygraph.com/reviews/adf5cf7a-e772-43ed-8b8b-799d35469fcf"
          ]
        },
        {
          "id": "review:captured:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/",
          "source_name": "Beverly Jenkins, Captured",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Dominic and Clare form the central pair.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
          ]
        },
        {
          "id": "review:captured:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "MAJOR",
          "source_url": "https://allaboutromance.com/book-review/captured-2/",
          "source_name": "All About Romance, Lynn Spencer",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Spencer substantively assesses attraction and conversations.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://allaboutromance.com/book-review/captured-2/"
          ]
        }
      ],
      "romance_role": "MAJOR",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
        "title": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:captured:title"
          ]
        },
        "authors": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:captured:authors"
          ]
        },
        "isbn_13": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:captured:isbn_13"
          ]
        },
        "publication_date": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:captured:publication_date"
          ]
        },
        "publisher": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:captured:publisher"
          ]
        },
        "pairing": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:captured:discovery:pairing"
          ]
        },
        "romance_role": {
          "status": "REPORTED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:captured:discovery:romance_role"
          ]
        },
        "genre": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "tropes": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "heat_level": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "ending": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "cover": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        }
      },
      "field_provenance": {
        "title": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:captured:title"
          ],
          "status": "VERIFIED"
        },
        "authors": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:captured:authors"
          ],
          "status": "VERIFIED"
        },
        "isbn_13": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:captured:isbn_13"
          ],
          "status": "VERIFIED"
        },
        "publication_date": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:captured:publication_date"
          ],
          "status": "VERIFIED"
        },
        "publisher": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:captured:publisher"
          ],
          "status": "VERIFIED"
        },
        "review": {
          "origin": "EDITORIAL_JUDGMENT",
          "status": "PUBLISHED_RESEARCHED_ASSESSMENT",
          "evidence_ids": [
            "review:captured:source:publisher",
            "review:captured:source:critic",
            "review:captured:source:counter",
            "review:captured:source:reader",
            "review:captured:source:reader_positive"
          ]
        },
        "pairing": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:captured:discovery:pairing"
          ],
          "status": "VERIFIED"
        },
        "romance_role": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:captured:discovery:romance_role"
          ],
          "status": "REPORTED"
        }
      },
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:captured",
      "title": "Captured",
      "authors": [
        {
          "display_name": "Beverly Jenkins",
          "role": "AUTHOR",
          "source": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
        }
      ],
      "isbn_13": "9780061547799",
      "asin": null,
      "language": "en",
      "edition_type": "unknown",
      "publication_date": "2009-09-29",
      "publisher": "Avon",
      "source_url": "https://eiknaromance.com/reviews/captured/",
      "description_source": "https://www.beverlyjenkins.net/books/historical-romance-books/captured/",
      "editorial_summary": "Privateer Dominic LeVeq captures a British frigate and encounters enslaved Clare Sullivan. Their connection develops after that encounter, but the circumstances make freedom and power central reader concerns. The official description’s sexual-bargain wording requires clarification rather than uncritical repetition. <a href=\"#source-publisher\">Beverly Jenkins, Captured</a>",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
      "contract_version": "1.0",
      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
      },
      "review": {
        "review_url": "https://eiknaromance.com/reviews/captured/",
        "reviewer": "Eikna Editorial Team",
        "review_date": "2026-10-06",
        "rating_if_used": 2.9,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3,
          "characters": 3,
          "writing": 2.5,
          "emotional_impact": 3,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "A cautious choice for readers interested in tenderness amid external danger. Consent concerns, unequal power and intrusive exposition make an uncomplicated rescue-romance recommendation inappropriate.",
        "strengths": [
          "Tenderness contested",
          "Kindness versus complexity",
          "Exposition weakens immediacy",
          "Affirmation with reservations"
        ],
        "cautions": [
          "Reported enslavement, coerced reproduction, separation from children and troubling sexual contact warrant attention. Coercion remains violence; this is an incomplete inventory. <a href=\"#source-reader\">StoryGraph, thetimetravelteacher</a>"
        ],
        "recommended_for": [
          "Choose only if affirming romance and a family-rescue strand are compelling draws. Avoid if unequal authority makes romantic contact difficult to read. <a href=\"#source-reader_positive\">StoryGraph, yourbookishbff</a>"
        ],
        "not_for_readers_seeking": [
          "Choose only if affirming romance and a family-rescue strand are compelling draws. Avoid if unequal authority makes romantic contact difficult to read. <a href=\"#source-reader_positive\">StoryGraph, yourbookishbff</a>"
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "series": {
        "name": null,
        "number": null,
        "status": "UNKNOWN"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=Captured+Beverly+Jenkins&tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "reported_discovery_notes": [
        {
          "field": "sexual_content",
          "reported_value": "UNKNOWN",
          "source_url": "https://allaboutromance.com/book-review/captured-2/",
          "source_name": "All About Romance, Lynn Spencer",
          "checked_at": "2026-10-06",
          "evidence_summary": "Precise on-page depiction is not verified.",
          "mapping_note": "Descriptive sensuality and closed-door labels are not automatic canonical mappings.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://www.beverlyjenkins.net/books/historical-romance-books/captured/"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 0,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "content_hash": "82182d0521c0890d338e4d88511ddb760b5e21a9e26ccde3d9052f266c67b68f"
    },
    {
      "subtitle": null,
      "isbn_10": null,
      "first_publication_year": null,
      "description": null,
      "description_is_publisher_copy": null,
      "genre": null,
      "primary_trope": null,
      "pairing_confidence": null,
      "heat_score": null,
      "ending_confidence": null,
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "cover": null,
      "availability_checked_at": null,
      "reviewed_at": null,
      "reviewed_by": null,
      "romance_scope_evidence": [
        {
          "evidence_id": "review:midnight:discovery:romance_role",
          "source_url": "https://allaboutromance.com/book-review/midnight-beverly-jenkins/",
          "status": "REPORTED"
        }
      ],
      "subgenres": [],
      "tropes": [],
      "unmapped_trope_candidates": [],
      "pairing_evidence": [
        {
          "evidence_id": "review:midnight:discovery:pairing",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/",
          "status": "VERIFIED"
        }
      ],
      "heat_evidence": [],
      "ending_evidence": [],
      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
          "id": "review:midnight:title",
          "field": "title",
          "proposed_value": "Midnight",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/"
          ]
        },
        {
          "id": "review:midnight:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Beverly Jenkins",
              "role": "AUTHOR",
              "source": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/"
            }
          ],
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/"
          ]
        },
        {
          "id": "review:midnight:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9780061547805",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/"
          ]
        },
        {
          "id": "review:midnight:publication_date",
          "field": "publication_date",
          "proposed_value": "2010-10-26",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/"
          ]
        },
        {
          "id": "review:midnight:publisher",
          "field": "publisher",
          "proposed_value": "HarperCollins / Avon",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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      ],
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      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
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      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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        "cover": {
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      "field_provenance": {
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      },
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
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        "sync_status": "NOT_SUBMITTED"
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      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:midnight",
      "title": "Midnight",
      "authors": [
        {
          "display_name": "Beverly Jenkins",
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          "source": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/"
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      "isbn_13": "9780061547805",
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      "edition_type": "unknown",
      "publication_date": "2010-10-26",
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      "source_url": "https://eiknaromance.com/reviews/midnight/",
      "description_source": "https://www.beverlyjenkins.net/books/historical-romance-books/midnight/",
      "editorial_summary": "Faith Kingston appears to be a loyalist tavern owner’s daughter, but secretly supplies information to the rebels as Lady Midnight. Nicholas Grey arrives seeking revenge for his father’s death and suspects her father. Attraction puts secrecy and family loyalty under pressure. <a href=\"#source-publisher\">Beverly Jenkins, Midnight</a>",
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        },
        "verdict_summary": "Recommended for capable leads, mutual respect and revolutionary intrigue. A dense opening and an obvious misunderstanding may frustrate readers seeking immediate momentum.",
        "strengths": [
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          "Capable leads and useful ensemble",
          "History before momentum",
          "Trust within divided loyalties"
        ],
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          "Revolutionary danger, revenge and a father’s death shape the premise. More detailed content boundaries remain unverified. <a href=\"#source-publisher\">Beverly Jenkins, Midnight</a>"
        ],
        "recommended_for": [
          "Best for political history alongside developing friendship. Avoid if substantial contextual material is unwelcome; the historical perspective is central to Tonokawa’s enthusiasm. <a href=\"#source-counter\">Courtney Reads Romance, Courtney Tonokawa</a>"
        ],
        "not_for_readers_seeking": [
          "Best for political history alongside developing friendship. Avoid if substantial contextual material is unwelcome; the historical perspective is central to Tonokawa’s enthusiasm. <a href=\"#source-counter\">Courtney Reads Romance, Courtney Tonokawa</a>"
        ],
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          "source_name": "All About Romance, Jacqueline Owens",
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          "evidence_summary": "Precise on-page depiction is not verified.",
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          "genre assessment pending",
          "tropes assessment pending",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
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      "discovery_audit": {
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        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
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      "romance_scope_evidence": [
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        {
          "id": "review:night-hawk:title",
          "field": "title",
          "proposed_value": "Night Hawk",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/night-hawk/",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/night-hawk/",
          "source_name": "Inspected author/publisher evidence",
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        {
          "id": "review:night-hawk:isbn_13",
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          "proposed_value": "9780062032645",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/night-hawk/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        {
          "id": "review:night-hawk:publication_date",
          "field": "publication_date",
          "proposed_value": "2011-10-25",
          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/night-hawk/",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:night-hawk:publisher",
          "field": "publisher",
          "proposed_value": "Avon",
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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        {
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          "source_url": "https://www.beverlyjenkins.net/books/historical-romance-books/night-hawk/",
          "source_name": "Beverly Jenkins, Night Hawk",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://courtneyreadsromancesite.wordpress.com/2023/11/09/night-hawk-by-beverly-jenkins-review/",
          "source_name": "Courtney Reads Romance, Courtney Tonokawa",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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        },
        {
          "id": "review:night-hawk:source:reader",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://beta.thestorygraph.com/book_reviews/c1bc9ef1-77e1-47d7-aa79-fad558174c0f",
          "source_name": "StoryGraph, selected Night Hawk reviews",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
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          "id": "review:serpent-and-dove:discovery:slow_burn",
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          "source_type": "OTHER",
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          "lineage_origins": [
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      ],
      "romance_role": "MAJOR",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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      "created_at": "2026-10-06",
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      "title": "Serpent & Dove",
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      "editorial_summary": "Lou conceals her witch identity from a world prepared to kill her. A theft and an imposed marriage leave her tied to Reid, a witch hunter. Their proximity therefore carries a survival risk that ordinary dislike cannot adequately describe. <a href=\"#source-publisher\">HarperCollins Germany, Serpent & Dove</a>",
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        ],
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        "apple_books": null,
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      "pairing_evidence": [
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          "source_url": "https://www.danielleljensen.com/bridge-kingdom",
          "status": "VERIFIED"
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      ],
      "heat_level": "UNKNOWN",
      "heat_score": null,
      "sexual_content": "YES",
      "heat_evidence": [
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          "source_url": "https://www.danielleljensen.com/bridge-kingdom",
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      "ending_confidence": null,
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      "pacing": "unknown",
      "slow_burn": true,
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        },
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          "Strategy; some predictability",
          "Private feeling; public costs"
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          "The official warnings include coerced marriage, blood and gore, drugging and references to past child abuse. This is a selection from the author’s larger list. <a href=\"#source-publisher\">Danielle L. Jensen, The Bridge Kingdom</a>"
        ],
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        ],
        "not_for_readers_seeking": [
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      "record_version": 5,
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          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and credited author inspected in the linked author, publisher or attributed trade source.",
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      "editorial_summary": "Carolina Santos plans weddings despite having been abandoned at her own. A major professional opportunity now requires her to prepare a hotel presentation with Max Hartley, the brother who helped her former fiancé back out. Success demands cooperation with a man she has good reason to associate with humiliation. <a href=\"#source-publisher\">Mia Sosa, official book page</a>",
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          "Workplace sexism is part of the career pressure. <a href=\"#source-kirkus\">Kirkus Reviews</a> Michelle also reports maternal bereavement, emotional-abuse references and seasickness. These are selected notes, not an exhaustive assessment or a claim that the central romance is abusive. <a href=\"#source-magical\">Magical Reads / Michelle</a>"
        ],
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          "Consider it for a cruise setting, professional ambition and a relatively gentle thaw between coworkers. Pass if your main requirement is reciprocal hatred, a dominant romance plot or a convincing real-world solution to every career problem."
        ],
        "not_for_readers_seeking": [
          "Consider it for a cruise setting, professional ambition and a relatively gentle thaw between coworkers. Pass if your main requirement is reciprocal hatred, a dominant romance plot or a convincing real-world solution to every career problem."
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        "amazon": "https://www.amazon.com/s?k=Shipped+Angie+Hockman&tag=eiknaromance-20",
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      },
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        {
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        {
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          "evidence_summary": "Primary premise supports initial antagonism; rivals and perceived-hostility limits remain explicit in the review.",
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          "tropes needs verification or an explicit assessed UNKNOWN",
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          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
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          "https://books.apple.com/us/book/shipped/id1521345345",
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          "https://www.simonandschuster.com/books/Shipped/Angie-Hockman/9781982151591"
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      },
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        {
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    {
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        {
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        },
        "verdict_summary": "Recommended with reservations for affectionate hospitality routines, neurodivergent self-understanding and lovers who make room for each other. Rapid intimacy, the initial accident and uneven accountability may limit the comfort for some readers.",
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          "Compatibility is supported, escalation disputed",
          "Self-understanding and acceptance matter",
          "Comic tenderness with a light plot",
          "Acceptance offers warmth, with qualifications"
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          "Writing Bookish Notes transcribes warnings for childhood neglect and anti-autistic ableism. <a href=\"#source-writing\">Writing Bookish Notes</a> The primary premise establishes a car accident and broken arm. <a href=\"#source-publisher\">Talia Hibbert</a> The transcribed warnings are attributed rather than presented as our own complete full-text assessment."
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          "Choose it when shared work, growing confidence and mutual accommodation sound more appealing than an elaborate external plot. Avoid it if a rapid romantic turn after an injury would be difficult to accept, or if you need stronger evidence of accountability before feeling comfortable with the pairing."
        ],
        "not_for_readers_seeking": [
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "source_url": "https://www.taliahibbert.com/act-your-age-eve-brown",
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        },
        {
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          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.kirkusreviews.com/book-reviews/talia-hibbert/act-your-age-eve-brown/",
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          "source_url": "https://www.kirkusreviews.com/book-reviews/talia-hibbert/act-your-age-eve-brown/",
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        },
        {
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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            }
          ],
          "source_url": "https://katiwilde.com/books/going-nowhere-fast/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:going-nowhere-fast:edition_type",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:going-nowhere-fast:source:bookpushers",
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          "source_url": "https://thebookpushers.com/2017/04/17/review-going-nowhere-fast-by-kati-wilde/",
          "source_name": "Lou, The Book Pushers",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://thebookpushers.com/2017/04/17/review-going-nowhere-fast-by-kati-wilde/"
          ]
        },
        {
          "id": "review:going-nowhere-fast:source:hj",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://harlequinjunkie.com/review-going-nowhere-fast-by-kati-wilde/",
          "source_name": "Harlequin Junkie",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://harlequinjunkie.com/review-going-nowhere-fast-by-kati-wilde/"
          ]
        },
        {
          "id": "review:going-nowhere-fast:source:banned",
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          "source_url": "https://bannedbitchesblog.wordpress.com/2017/05/26/banned-review-going-nowhere-fast-by-kati-wilde/",
          "source_name": "Ginny Lurcock, Banned Bitches",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://bannedbitchesblog.wordpress.com/2017/05/26/banned-review-going-nowhere-fast-by-kati-wilde/"
          ]
        },
        {
          "id": "review:going-nowhere-fast:source:contrary",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.reddit.com/r/RomanceBooks/comments/1ftucx3/my_take_on_going_nowhere_fast_by_kati_wilde/",
          "source_name": "gob_ias individual critique, r/RomanceBooks",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://www.reddit.com/r/RomanceBooks/comments/1ftucx3/my_take_on_going_nowhere_fast_by_kati_wilde/"
          ]
        },
        {
          "id": "review:going-nowhere-fast:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
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          "source_name": "Kati Wilde official book page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise names the woman and man whose romantic connection drives the story.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
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        },
        {
          "id": "review:going-nowhere-fast:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
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          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The primary premise centers development of this romantic relationship rather than only supplying a genre category.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://katiwilde.com/books/going-nowhere-fast/"
          ]
        },
        {
          "id": "review:going-nowhere-fast:discovery:sexual_content",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://bannedbitchesblog.wordpress.com/2017/05/26/banned-review-going-nowhere-fast-by-kati-wilde/",
          "source_name": "Ginny Lurcock, Banned Bitches",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Checked source explicitly identifies on-page sexual material; precise heat tier remains unassigned.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
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        },
        {
          "id": "local-trope:going-nowhere-fast:forced-proximity:a5d69ba068",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Forced Proximity",
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          "source_name": "Kati Wilde — Going Nowhere Fast",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Aspen joins her best friend’s month-long road trip and must share cramped quarters with the friend’s hostile brother Bram.",
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          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
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          "independent_root_ids": [
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        },
        {
          "id": "local-trope:going-nowhere-fast:enemies-to-lovers:a5d69ba068",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Enemies to Lovers",
          "source_url": "https://katiwilde.com/books/going-nowhere-fast/",
          "source_name": "Kati Wilde official book page",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise supports initial antagonism; rivals and perceived-hostility limits remain explicit in the review.",
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          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": false,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": []
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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          "assessed_at": "2026-10-06",
          "evidence_ids": [
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          "evidence_ids": [
            "review:going-nowhere-fast:discovery:sexual_content"
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        },
        "genre": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
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        },
        "tropes": {
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            "local-trope:going-nowhere-fast:enemies-to-lovers:a5d69ba068"
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        "cover": {
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        }
      },
      "field_provenance": {
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        "unmapped_trope_candidates": {
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            "local-trope:going-nowhere-fast:enemies-to-lovers:a5d69ba068"
          ]
        }
      },
      "eikna": {
        "eikna_book_id": null,
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        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:going-nowhere-fast",
      "title": "Going Nowhere Fast",
      "authors": [
        {
          "display_name": "Kati Wilde",
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          "source": "https://katiwilde.com/books/going-nowhere-fast/"
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      "publisher": null,
      "source_url": "https://eiknaromance.com/reviews/going-nowhere-fast/",
      "description_source": "https://katiwilde.com/books/going-nowhere-fast/",
      "editorial_summary": "Aspen joins a month-long road trip with her best friend Bethany and Bethany’s older brother Bram. He thinks Aspen is a bad influence; she has promised to keep a secret that complicates his judgment. Their forced proximity brings attraction without removing the cost of that promise. <a href=\"#source-publisher\">Kati Wilde official book page</a>",
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      "record_version": 4,
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        "canonical_taxonomy_ids_available": false
      },
      "review": {
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        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
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          "writing": 3.5,
          "emotional_impact": 4,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Recommended conditionally for road-trip tension, explicit chemistry and an emotionally forceful reconciliation. Class judgment, hurtful remarks and a wealthy-rescuer fantasy may undermine the payoff for readers who need more credible or evenly distributed repair.",
        "strengths": [
          "Strong closeness, divisive repair",
          "Loyal heroine, less credible rescue for some",
          "Emotional intensity with a repetition objection",
          "The climax has strong individual support"
        ],
        "cautions": [
          "Reported concerns include family loss, financial hardship and emotionally cutting remarks. <a href=\"#source-bookpushers\">Lou, The Book Pushers</a> Lurcock also discusses drug addiction, self-worth and family conflict. These are selected notes; a complete author-approved warning inventory was not established. <a href=\"#source-banned\">Ginny Lurcock, Banned Bitches</a>"
        ],
        "recommended_for": [
          "Consider it if a loyal heroine, road-trip pressure and a hard-won apology are your priorities. Avoid it if a wealthy romantic rescuer, cruel assumptions about class or rough sexual dynamics would prevent investment in the relationship."
        ],
        "not_for_readers_seeking": [
          "Consider it if a loyal heroine, road-trip pressure and a hard-won apology are your priorities. Avoid it if a wealthy romantic rescuer, cruel assumptions about class or rough sexual dynamics would prevent investment in the relationship."
        ],
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      },
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        "amazon": "https://www.amazon.com/s?k=Going+Nowhere+Fast+Kati+Wilde&tag=eiknaromance-20",
        "apple_books": null,
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      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
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          "source_url": "https://katiwilde.com/books/going-nowhere-fast/",
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          "evidence_summary": "Primary premise supports initial antagonism; rivals and perceived-hostility limits remain explicit in the review.",
          "mapping_note": "Candidate term, not a mapped taxonomy ID.",
          "origin": "EXTERNAL_SOURCE",
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        }
      ],
      "missing_fields": [
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        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
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          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://katiwilde.com/books/going-nowhere-fast/"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 2,
        "unassessed_fields": [
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          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "content_hash": "a6733ef2fe3d2f0f65779edffb7a3ebaa90c3a85f2ee3579a1fb4b6b11bbe15a"
    },
    {
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      "description_is_publisher_copy": null,
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        "source_url": "https://kyraparsi.com/",
        "source_name": "Inspected published English-language cover",
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      },
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      ],
      "subgenres": [
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          "evidence": [
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        }
      ],
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          ],
          "status": "REPORTED",
          "notes": "A conditional pick for exaggerated comic revenge, fake engagement and explicit tension. The limited checked criticism raises meaningful concerns about apologies, power and a late emotional turn; treat the absurd premise as part of the bargain, not realistic courtship."
        }
      ],
      "pairing_evidence": [
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          "evidence_id": "review:a-deal-with-the-bossy-devil:discovery:pairing",
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        }
      ],
      "heat_evidence": [
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          "status": "VERIFIED"
        }
      ],
      "ending_evidence": [],
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      "evidence": [
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          "source_name": "Inspected author/publisher evidence",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
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              "display_name": "Kyra Parsi",
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          ],
          "source_url": "https://kyraparsi.com/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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      "title": "A Deal with the Bossy Devil",
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          "writing": 3.5,
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          "reread_appeal": null
        },
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        ],
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        ],
        "recommended_for": [
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        ],
        "not_for_readers_seeking": [
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        },
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      "editorial_summary": "Matchmaker Jamie cannot place Jackson Sinclair with a partner. An undercover attempt fails, and the difficult billionaire becomes her live-in coaching assignment for thirty days. <a href=\"#source-publisher\">Kyra Parsi</a>",
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        },
        "verdict_summary": "A lively but qualified choice for billionaire rom-com excess, forced proximity and a hero who softens. Less reliable for readers who need gradual emotional change or believable professional boundaries.",
        "strengths": [
          "Chemistry with a transition caveat",
          "Vulnerability versus stock characterization",
          "Comic energy, uneven plausibility",
          "Enjoyable escape, less secure investment"
        ],
        "cautions": [
          "Author notes include explicit language, alcohol and off-page childhood physical and emotional abuse. This is not an exhaustive warning list. <a href=\"#source-publisher\">Kyra Parsi</a>"
        ],
        "recommended_for": [
          "Try it for banter, a difficult rich client and a live-in arrangement that turns more tender. Avoid it if rapid emotional escalation, workplace power imbalance or casually developed dominance dynamics usually stop your enjoyment."
        ],
        "not_for_readers_seeking": [
          "Try it for banter, a difficult rich client and a live-in arrangement that turns more tender. Avoid it if rapid emotional escalation, workplace power imbalance or casually developed dominance dynamics usually stop your enjoyment."
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      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
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        "canonical_taxonomy_ids"
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      "readiness": {
        "ready": false,
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          "Identity evidence not verified",
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          "tropes needs verification or an explicit assessed UNKNOWN",
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          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
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      },
      "collection_memberships": [
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        {
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          "notes": "A strong option for competitive chemistry, sex before commitment and affectionate sibling comedy. The heroine’s sharper behavior is a material caveat for readers who need consistently kind romantic sparring."
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      "pairing_evidence": [
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          "evidence_id": "review:enemies-with-benefits:discovery:pairing",
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      "heat_evidence": [
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "source_url": "https://roxienoir.com/enemies-with-benefits/",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
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          "id": "review:enemies-with-benefits:source:publisher",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
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          "id": "review:enemies-with-benefits:source:holly",
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          "source_name": "The Smut Report / Holly",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:enemies-with-benefits:source:ingrid",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://smutreport.com/2023/04/24/review-revisited-ingrids-take-on-enemies-with-benefits-by-roxie-noir-2019/",
          "source_name": "The Smut Report / Ingrid",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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        },
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          "independent_root_ids": [
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        },
        {
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          "source_url": "https://roxienoir.com/enemies-with-benefits/",
          "source_name": "Roxie Noir",
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          "evidence_summary": "The primary premise centers development of this romantic relationship rather than only supplying a genre category.",
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        {
          "id": "review:enemies-with-benefits:discovery:ending",
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          "evidence_summary": "The author explicitly guarantees a happily-ever-after ending for this standalone novel.",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:enemies-with-benefits:discovery:sexual_content",
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          "source_url": "https://roxienoir.com/enemies-with-benefits/",
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          "evidence_summary": "Inspected source explicitly identifies sexual content; exact numeric heat and frequency remain unknown.",
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          "independence_checked": true,
          "lineage_origins": [
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              "opposition_status": "VERIFIED",
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          "public_source_anchor": "contemporary-enemies-to-lovers-contact-source"
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          "source_url": "https://roxienoir.com/enemies-with-benefits/",
          "source_name": "Inspected published English-language cover",
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          "retrieved_at_precision": "date",
          "evidence_summary": "Authentic cover visually matched to title and author; edition may differ from purchase formats.",
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      ],
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      "sexual_content": "YES",
      "ending": "HEA",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
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        "pairing": {
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          "evidence_ids": [
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        "romance_role": {
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          "evidence_ids": [
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        },
        "sexual_content": {
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          "evidence_ids": [
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      "editorial_summary": "Eli Loveless and Violet Tulane have competed since childhood. Reunited at a wedding venue, they want the same bonus and negotiate a sexual arrangement that supposedly excludes romance. <a href=\"#source-publisher\">Roxie Noir</a>",
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        "score_coverage_percent": 85,
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          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "A strong option for competitive chemistry, sex before commitment and affectionate sibling comedy. The heroine’s sharper behavior is a material caveat for readers who need consistently kind romantic sparring.",
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          "Competitive chemistry is the strongest case",
          "History and siblings supply texture",
          "Banter with an intimate purpose",
          "Warm family context around friction"
        ],
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          "The reviewed accounts include verbal meanness and competitive workplace pressure. These are reader-fit cautions, not a complete sensitive-content audit. Unlisted topics should not be assumed absent."
        ],
        "recommended_for": [
          "Choose it for long acquaintance, workplace competition, sex preceding commitment and brothers who care for one another. Skip it if a heroine’s unkindness cannot remain part of the story even when later context explains it."
        ],
        "not_for_readers_seeking": [
          "Choose it for long acquaintance, workplace competition, sex preceding commitment and brothers who care for one another. Skip it if a heroine’s unkindness cannot remain part of the story even when later context explains it."
        ],
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        "apple_books": null,
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      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
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        }
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      "missing_fields": [
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      "readiness": {
        "ready": false,
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          "Identity evidence not verified",
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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          "https://smutreport.com/2022/09/19/review-enemies-with-benefits-by-roxie-noir-2019/"
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      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
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          "content_warnings"
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      },
      "collection_memberships": [
        {
          "route": "/romance-tropes/enemies-to-lovers/contemporary/",
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          "opposition_status": "VERIFIED",
          "evidence_ids": [
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            "contemporary-enemies-to-lovers:a287a6d07f85d44458d1"
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        "source_name": "Inspected published English-language cover",
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      "tropes": [],
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          "status": "REPORTED",
          "notes": "Worth considering for legal-office pressure, a heroine defending women and emotionally charged hostility. The hero’s obsessive behavior divides critical accounts and may outweigh the chemistry for boundary-conscious readers."
        }
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      "pairing_evidence": [
        {
          "evidence_id": "review:the-devil-you-know:discovery:pairing",
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      "heat_evidence": [
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          "status": "REPORTED"
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        {
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "source_name": "dinipandareads / Dini",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "Jeeves Reads Romance",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:the-devil-you-know:source:vero",
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          "source_name": "Vero Ticker",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:the-devil-you-know:source:jordyn",
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          "source_name": "Birdie’s Book Nook / Jordyn",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-devil-you-know:discovery:pairing",
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          "proposed_value": "M/F",
          "source_url": "https://dinipandareads.com/2022/06/23/arc-review-the-devil-you-know-by-elizabeth-oroark/",
          "source_name": "dinipandareads / Dini",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Named independent review explicitly identifies Gemma and Ben as the central woman/man romantic pairing.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://dinipandareads.com/2022/06/23/arc-review-the-devil-you-know-by-elizabeth-oroark/"
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        },
        {
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          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://jeevesreads.com/2022/06/23/⭐️⭐️⭐️⭐️⭐️-review-the-devil-you-know-by-elizabeth-oroark/",
          "source_name": "Jeeves Reads Romance",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Named independent review explicitly describes the relationship as front and center despite substantial heroine career development.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:the-devil-you-know:discovery:sexual_content",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://jeevesreads.com/2022/06/23/⭐️⭐️⭐️⭐️⭐️-review-the-devil-you-know-by-elizabeth-oroark/",
          "source_name": "Jeeves Reads Romance",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected source explicitly identifies sexual content; exact numeric heat and frequency remain unknown.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://jeevesreads.com/2022/06/23/⭐️⭐️⭐️⭐️⭐️-review-the-devil-you-know-by-elizabeth-oroark/"
          ]
        },
        {
          "id": "local-trope:the-devil-you-know:enemies-to-lovers:7ec82672fd",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Enemies to Lovers",
          "source_url": "https://dinipandareads.com/2022/06/23/arc-review-the-devil-you-know-by-elizabeth-oroark/",
          "source_name": "dinipandareads / Dini",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Named independent review describes rivals-to-lovers office romance; viewpoint and revised-assumption limits are stated in prose.",
          "confidence": "Qualified",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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          "independent_root_ids": []
        },
        {
          "id": "contemporary-enemies-to-lovers:039caf3494fb107a8ca8",
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          "proposed_value": [
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              "canonical_name": "Contemporary",
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          "source_url": "https://www.hachette.co.uk/titles/elizabeth-oroark/the-devil-you-know/9780349440767/",
          "source_name": "Hachette UK — The Devil You Know",
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          "evidence_summary": "The exact-title Genre field lists Adult & Contemporary Romance.",
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          "origin": "EXTERNAL_SOURCE",
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          "independent_root_ids": [
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        },
        {
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      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:a-heart-of-blood-and-ashes",
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        {
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      "editorial_summary": "Maddek captures Yvenne believing her involved in his parents’ deaths. She proposes a marriage alliance because her own vengeance against her father may serve his goals. A political bargain begins before trust is available. <a href=\"#source-publisher\">Milla Vane / official book page</a>",
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          "writing": 3.5,
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          "heat": null,
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        ],
        "recommended_for": [
          "Choose it for an intricate fantasy setting, a strategic heroine and a marriage bargain under severe pressure. Avoid it if partner cruelty, graphic violence or extended cycles of mistrust are decisive boundaries."
        ],
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      "readiness": {
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        "independent_evidence_roots": [
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      "discovery_audit": {
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        "local_trope_count": 1,
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          "status": "REPORTED",
          "notes": "A conditional recommendation for expansive weather-magic fantasy and a storm-powered heroine. The marriage begins under coercion, and familiar mistrust and reconciliation may feel less persuasive than the surrounding adventure."
        }
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      "pairing_evidence": [
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          "evidence_id": "review:the-winter-king:discovery:pairing",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:the-winter-king:publisher",
          "field": "publisher",
          "proposed_value": "Avon Books",
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-winter-king:source:publisher",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:the-winter-king:source:dear",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://dearauthor.com/book-reviews/overall-c-reviews/c-reviews/review-the-winter-king-by-c-l-wilson/",
          "source_name": "Jane, Dear Author",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-winter-king:source:pushers",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://thebookpushers.com/2014/07/28/joint-review-the-winter-king-by-c-l-wilson/",
          "source_name": "Has and Lou, The Book Pushers",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "lineage_origins": [
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        },
        {
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://nickypeacockauthor.wordpress.com/2014/07/21/book-review-the-winter-king-by-c-l-wilson/",
          "source_name": "Nicky Peacock",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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        },
        {
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          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "msilk, Dear Author reader comment",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
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          "evidence_summary": "Primary premise identifies king Wynter and princess Khamsin as the central married pair.",
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        },
        {
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          "independent_root_ids": [
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        },
        {
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          "source_url": "https://clwilson.com/the-books/the-winter-king/",
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          "Recovery and support strengthen the comedy"
        ],
        "cautions": [
          "The publisher identifies a toxic ex relationship. <a href=\"#source-publisher\">Roaring Brook Press / Macmillan</a> Elli reports boundary violations and disrespect in Scottie’s early behavior. <a href=\"#source-elli\">AceReader</a> Kate discusses recovery from a manipulative partner. <a href=\"#source-kate\">Feathered Turtle Press</a> These notes describe relationship harm without claiming the whole book is unsafe or supplying an exhaustive warning list."
        ],
        "recommended_for": [
          "Consider it for teen sports, a staged romance, friendship and family support during emotional recovery. Pass if a jealousy scheme or a protagonist behaving poorly for a substantial early stretch makes courtship hard to enjoy. The growth arc is a reason to read, not a reason to dismiss those reservations."
        ],
        "not_for_readers_seeking": [
          "Consider it for teen sports, a staged romance, friendship and family support during emotional recovery. Pass if a jealousy scheme or a protagonist behaving poorly for a substantial early stretch makes courtship hard to enjoy. The growth arc is a reason to read, not a reason to dismiss those reservations."
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          "source_name": "Inspected author/publisher evidence",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "id": "review:captive-prince:publication_date",
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          "source_url": "https://www.penguinrandomhouse.com/books/316172/captive-prince-by-c-s-pacat/paperback/",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
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          "source_name": "Inspected author/publisher evidence",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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        },
        {
          "id": "review:captive-prince:source:publisher",
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "Berkley / Penguin Random House",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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      "description_source": "https://www.penguinrandomhouse.com/books/316172/captive-prince-by-c-s-pacat/paperback/",
      "editorial_summary": "Damen loses his throne and freedom when his brother sends him to Laurent, the prince of an enemy country. Concealing his identity becomes necessary for survival in a court governed by calculation and coercion. <a href=\"#source-publisher\">Berkley</a>",
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          "Complexity with serious cruelty",
          "Absorbing narrative, disputed treatment",
          "Fascination and rejection coexist"
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          "Reported material includes enslavement, severe flogging and sexual assault. <a href=\"#source-moonlight\">Metaphors and Moonlight</a> The contrary reader additionally flags racialized oppression and sexual violence. These are content and interpretation notes, not an exhaustive warning list. <a href=\"#source-contrary\">StoryGraph / bibliobeccas_bookshelf</a>"
        ],
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      "edition_type": "paperback",
      "publication_date": "2018-04-10",
      "publisher": "Gallery Books",
      "source_url": "https://eiknaromance.com/reviews/love-and-other-words/",
      "description_source": "https://christinalaurenbooks.com/books/love-and-other-words/",
      "editorial_summary": "Macy and Elliot first learn to trust each other through books and private conversations as teenagers. Their adult reunion reopens a romance that ended painfully, making this both childhood-friends-to-lovers and second chance. <a href=\"#source-publisher\">Christina Lauren</a>",
      "updated_at": "2026-10-07",
      "record_version": 5,
      "data_status": "RESEARCHED",
      "contract_version": "1.0",
      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
      },
      "review": {
        "review_url": "https://eiknaromance.com/reviews/love-and-other-words/",
        "reviewer": "Eikna Editorial Team",
        "review_date": "2026-10-06",
        "rating_if_used": 3.4,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3,
          "characters": 3.5,
          "writing": 4,
          "emotional_impact": 3.5,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Consider it for bookish childhood intimacy and alternating timelines; approach cautiously if responsible treatment of sexual assault is essential to your reading comfort.",
        "strengths": [
          "Tender foundation, contested repair",
          "Specific youth, limited later reckoning",
          "Effective timelines with a plausibility gap",
          "Attachment with a substantial reservation"
        ],
        "cautions": [
          "Reported notes include parental bereavement, a fatal car crash, alcohol misuse and sexual assault involving an intoxicated person. They are not an exhaustive list. <a href=\"#source-csm\">Common Sense Media / Moreaux</a>"
        ],
        "recommended_for": [
          "Best for readers who want to follow an intimate friendship across two life stages. Less suitable for readers who need a carefully expanded account of trauma and recovery before accepting reunion."
        ],
        "not_for_readers_seeking": [
          "Best for readers who want to follow an intimate friendship across two life stages. Less suitable for readers who need a carefully expanded account of trauma and recovery before accepting reunion."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "series": {
        "name": null,
        "number": null,
        "status": "UNKNOWN"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=Love+and+Other+Words+Christina+Lauren&tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "edition_records": [
        {
          "isbn13": "9781501128011",
          "format": "paperback",
          "publication_date": "2018-04-10",
          "publisher": "Gallery Books",
          "page_count": null,
          "source": "https://www.kirkusreviews.com/book-reviews/christina-lauren/love-and-other-words/?page=213"
        }
      ],
      "reported_discovery_notes": [
        {
          "field": "tropes",
          "reported_value": "Friends to Lovers",
          "source_url": "https://christinalaurenbooks.com/books/love-and-other-words/",
          "source_name": "Christina Lauren",
          "checked_at": "2026-10-06",
          "evidence_summary": "Author explicitly describes teenage Macy and Elliot growing from friends to romance.",
          "mapping_note": "Candidate term; no taxonomy ID assigned.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://christinalaurenbooks.com/books/love-and-other-words/",
          "https://www.kirkusreviews.com/book-reviews/christina-lauren/love-and-other-words/",
          "https://www.kirkusreviews.com/book-reviews/christina-lauren/love-and-other-words/?page=213"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 2,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "collection_memberships": [
        {
          "route": "/romance-tropes/friends-to-lovers/contemporary/",
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          "subgenre_status": "VERIFIED",
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          "evidence_ids": [
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            "contemporary-friends-to-lovers:b125c76b479148971ec9"
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          "checked_at": "2026-10-07"
        }
      ],
      "content_hash": "ab46ae29d6d814f44526d1bd06fc09851f328e53cde33c6a128951fdc1c7baf0"
    },
    {
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      "romance_scope_evidence": [
        {
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          "status": "VERIFIED"
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      "subgenres": [
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          "evidence": [
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        }
      ],
      "tropes": [],
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        {
          "proposed_name": "Second Chance",
          "eikna_trope_id": null,
          "local_slug": "second-chance",
          "evidence": [
            "local-trope:every-summer-after:second-chance:bac21e1102"
          ],
          "status": "VERIFIED",
          "notes": "Author synopsis establishes prior love and its possible renewal."
        },
        {
          "proposed_name": "Friends to Lovers",
          "eikna_trope_id": null,
          "local_slug": "friends-to-lovers",
          "evidence": [
            "local-trope:every-summer-after:friends-to-lovers:0152fe0765"
          ],
          "status": "REPORTED",
          "notes": "Infidelity; adult pair are former lovers."
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      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:every-summer-after:discovery:pairing",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "status": "VERIFIED"
        }
      ],
      "heat_evidence": [],
      "ending_evidence": [],
      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
          "id": "review:every-summer-after:title",
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          "proposed_value": "Every Summer After",
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:every-summer-after:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Carley Fortune",
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              "source": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/"
            }
          ],
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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        },
        {
          "id": "review:every-summer-after:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9780593438541",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/"
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        },
        {
          "id": "review:every-summer-after:edition_type",
          "field": "edition_type",
          "proposed_value": "ebook",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:every-summer-after:publication_date",
          "field": "publication_date",
          "proposed_value": "2022-05-10",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/"
          ]
        },
        {
          "id": "review:every-summer-after:publisher",
          "field": "publisher",
          "proposed_value": "Berkley",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:every-summer-after:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Penguin Random House / Berkley",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/"
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        },
        {
          "id": "review:every-summer-after:source:pw",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.publishersweekly.com/pw/by-topic/industry-news/tip-sheet/article/89209-pw-picks-books-of-the-week-may-9-2022.html",
          "source_name": "Publishers Weekly",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.publishersweekly.com/pw/by-topic/industry-news/tip-sheet/article/89209-pw-picks-books-of-the-week-may-9-2022.html"
          ]
        },
        {
          "id": "review:every-summer-after:source:jill",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://jilljemmett.com/2023/05/22/review-every-summer-after/",
          "source_name": "Jill’s Book Blog / Jill Jemmett",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://jilljemmett.com/2023/05/22/review-every-summer-after/"
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        },
        {
          "id": "review:every-summer-after:source:contrary",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/reviews/18e834b2-e29c-4f0f-a61e-0c4ad86a22fa",
          "source_name": "The StoryGraph / chrstnlvly",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:every-summer-after:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Penguin Random House / Berkley",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise identifies the woman and man whose romantic relationship drives the story.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/"
          ]
        },
        {
          "id": "review:every-summer-after:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Penguin Random House / Berkley",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise explicitly centers the development or renewal of this romantic relationship.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/"
          ]
        },
        {
          "id": "local-trope:every-summer-after:second-chance:bac21e1102",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Second Chance",
          "source_url": "https://www.carleyfortune.com/every-summer-after",
          "source_name": "Carley Fortune — Every Summer After",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Percy and Sam became more than friends, broke apart, and confront their past when a funeral reunites them a decade later.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "local-trope:every-summer-after:friends-to-lovers:0152fe0765",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Friends to Lovers",
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/9780593438541/",
          "source_name": "Penguin Random House / Berkley",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Publisher explicitly states six summers of friendship eventually turned into romance.",
          "confidence": "Qualified",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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          "independent_root_ids": []
        },
        {
          "id": "contemporary-friends-to-lovers:277a7a43876c0c9036c5",
          "field": "subgenres",
          "proposed_value": [
            {
              "canonical_name": "Contemporary",
              "eikna_subgenre_id": null,
              "confidence": null,
              "evidence": [
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            }
          ],
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/",
          "source_name": "Berkley — Every Summer After",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The exact-title page lists Contemporary Romance under Related Genres.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          "public_source_anchor": "contemporary-friends-to-lovers-source"
        },
        {
          "id": "contemporary-friends-to-lovers:0b54131ad881c631b679",
          "field": "collection_memberships",
          "proposed_value": [
            {
              "route": "/romance-tropes/friends-to-lovers/contemporary/",
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              "friendship_mechanism": "Percy and Sam share six summers by the lake, working in his family restaurant and reading together; friendship becomes romance before separation and an adult reunion for his mother’s funeral.",
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              "evidence_ids": [
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                "contemporary-friends-to-lovers:0b54131ad881c631b679"
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              "checked_at": "2026-10-07"
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          ],
          "source_url": "https://www.penguinrandomhouse.com/books/692813/every-summer-after-by-carley-fortune/",
          "source_name": "Berkley — Every Summer After",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Percy and Sam share six summers by the lake, working in his family restaurant and reading together; friendship becomes romance before separation and an adult reunion for his mother’s funeral.",
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          ],
          "independent_root_ids": [
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          "public_source_anchor": "contemporary-friends-to-lovers-contact-source"
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      ],
      "romance_role": "PRIMARY",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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      "tropes": [],
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        {
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          "independent_root_ids": [
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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        },
        {
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          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
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        },
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          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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        },
        {
          "id": "review:funny-feelings:discovery:sexual_content",
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          "source_url": "https://goodeyreads.com/2023/04/11/book-review-funny-feelings-by-tarah-dewitt/",
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          "source_type": "OTHER",
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          "evidence_summary": "Inspected independent critic explicitly describes on-page sexual material; numeric heat unknown.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
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        {
          "id": "local-trope:funny-feelings:fake-dating:04b1e15719",
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          "retrieved_at": "2026-10-06",
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        },
        {
          "id": "local-trope:funny-feelings:grumpy-sunshine:04b1e15719",
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          "source_name": "Macmillan",
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          "retrieved_at": "2026-10-06",
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          "public_source_anchor": "contemporary-grumpy-sunshine-source"
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        {
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              "contrast_mechanism": "Farley is an outspoken, energetic stand-up comedian; Meyer is her publicity-averse, grumpy manager and a protective single father. Their existing friendship and manager–performer work relationship bring them together, then a career opportunity requires a fake relationship for publicity.",
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          "source_url": "https://www.hachette.co.uk/titles/tarah-dewitt/funny-feelings/9780349438948/",
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          "evidence_summary": "Farley is an outspoken, energetic stand-up comedian; Meyer is her publicity-averse, grumpy manager and a protective single father. Their existing friendship and manager–performer work relationship bring them together, then a career opportunity requires a fake relationship for publicity.",
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          "source_url": "https://www.hachette.co.uk/titles/tarah-dewitt/funny-feelings/9780349438948/",
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          "proposed_value": [
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              "subgenre_status": "VERIFIED",
              "contrast_mechanism": "Farley is an outspoken, energetic stand-up comedian; Meyer is her publicity-averse, grumpy manager and a protective single father. Their existing friendship and manager–performer work relationship bring them together, then a career opportunity requires a fake relationship for publicity.",
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            {
              "route": "/romance-tropes/friends-to-lovers/contemporary/",
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              "friendship_mechanism": "Comedian Farley conceals her feelings for Meyer, her manager and closest friend. A career opportunity leads to a staged public relationship, risking friendship and their working arrangement.",
              "friendship_status": "VERIFIED",
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      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
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        "verdict_summary": "Consider it for closed-door best-friend affection and supportive teammates; less suitable when prolonged avoidance or chatty exposition frequently annoys you.",
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          "Affection held up by avoidance",
          "Loyalty and support, uneven credibility",
          "Easy pace, divisive voice",
          "Warmth with a neat-resolution caveat"
        ],
        "cautions": [
          "Reported notes include panic attacks, anxiety, alcohol use and a past car accident. The inspected accounts do not constitute an exhaustive warning list. <a href=\"#source-csm\">Common Sense Media / Moreaux</a> <a href=\"#source-maddie\">The StoryGraph / maddieaboutbooks</a>"
        ],
        "recommended_for": [
          "Best for readers who enjoy public fake dating, best-friend care and a sports team helping with romance. Avoid it if indirect communication or a deliberately informal narration is likely to feel exhausting."
        ],
        "not_for_readers_seeking": [
          "Best for readers who enjoy public fake dating, best-friend care and a sports team helping with romance. Avoid it if indirect communication or a deliberately informal narration is likely to feel exhausting."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "series": {
        "name": null,
        "number": null,
        "status": "UNKNOWN"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=The+Cheat+Sheet+Sarah+Adams&tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "edition_records": [
        {
          "isbn13": "9780593500767",
          "format": "paperback",
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          "publisher": "Dell",
          "page_count": 336,
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        }
      ],
      "reported_discovery_notes": [
        {
          "field": "tropes",
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          "source_url": "https://www.penguinrandomhouse.com/books/711997/the-cheat-sheet-by-sarah-adams/",
          "source_name": "Penguin Random House / Dell",
          "checked_at": "2026-10-06",
          "evidence_summary": "Publisher explicitly verifies long-term best friends before fake dating.",
          "mapping_note": "Candidate term; no taxonomy ID assigned.",
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        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending needs verification or an explicit assessed UNKNOWN",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://www.penguinrandomhouse.com/books/711997/the-cheat-sheet-by-sarah-adams/",
          "https://www.penguinrandomhouse.com/books/711997/the-cheat-sheet-by-sarah-adams/9780593500767/",
          "https://www.penguinrandomhouse.com/the-read-down/friends-to-lovers"
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      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 2,
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      },
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      "content_hash": "258606516bdff900c7a0ab11d2da5176e10ca5b5f3ce1615887d5a8e59872046"
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      "evidence": [
        {
          "id": "review:blurred-lines:title",
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          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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        {
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          ],
          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:blurred-lines:edition_type",
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          "proposed_value": "ebook",
          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:blurred-lines:publication_date",
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          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:blurred-lines:publisher",
          "field": "publisher",
          "proposed_value": "Loveswept",
          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
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          "lineage_origins": [
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        },
        {
          "id": "review:blurred-lines:source:publisher",
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          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
          "source_name": "Loveswept / Penguin Random House",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:blurred-lines:source:sara",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://harlequinjunkie.com/review-blurred-lines-by-lauren-layne/",
          "source_name": "Harlequin Junkie / Sara",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "lineage_origins": [
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        },
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          "source_url": "https://bookloversforlife.com/2015/08/25/blurred-lines-lauren-layne/",
          "source_name": "Booklovers For Life / Lacey",
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          "confidence": "Moderate",
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        },
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          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
          "source_name": "Loveswept / Penguin Random House",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Named woman and man form the central romantic relationship.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
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          "proposed_value": "PRIMARY",
          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
          "source_name": "Loveswept / Penguin Random House",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The premise centers Parker and Ben changing their relationship.",
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          "origin": "EXTERNAL_SOURCE",
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          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
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          "retrieved_at_precision": "date",
          "evidence_summary": "The exact-title page lists Contemporary Romance under Related Genres.",
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          "source_url": "https://www.penguinrandomhouse.com/books/252810/blurred-lines-by-lauren-layne/",
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        },
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          "evidence_ids": [
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        },
        "pairing": {
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        },
        "genre": {
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        "tropes": {
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        },
        "heat_level": {
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        },
        {
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        },
        {
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          "source_name": "Canary Street Press / Harlequin",
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          "lineage_origins": [
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        },
        {
          "id": "review:the-friend-zone-kristen-callihan:discovery:sexual_content",
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        {
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        {
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      "created_at": "2026-10-06",
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      "title": "Sincerely, Carter",
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      "reported_discovery_notes": [
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      "readiness": {
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          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://rsgrey.com/r-s-grey-reading-order/"
          ]
        },
        {
          "id": "review:not-so-nice-guy:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://rsgrey.com/r-s-grey-reading-order/",
          "source_name": "R.S. Grey reading order",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://rsgrey.com/r-s-grey-reading-order/"
          ]
        },
        {
          "id": "review:not-so-nice-guy:source:dutchesses",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://thebookdutchesses.com/2018/08/09/review-not-so-nice-guy-r-s-grey/",
          "source_name": "The Book Dutchesses",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://thebookdutchesses.com/2018/08/09/review-not-so-nice-guy-r-s-grey/"
          ]
        },
        {
          "id": "review:not-so-nice-guy:source:francesca",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://archive.underthecoversbookblog.com/not-so-nice-guy-by-r-s-grey/",
          "source_name": "Under the Covers / Francesca",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://archive.underthecoversbookblog.com/not-so-nice-guy-by-r-s-grey/"
          ]
        },
        {
          "id": "review:not-so-nice-guy:source:claire",
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:not-so-nice-guy:discovery:pairing",
          "field": "pairing",
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          "source_url": "https://cannonballread.com/2019/02/not-so-nice-guy-caribbeanclaire/",
          "source_name": "Cannonball Read / CaribbeanClaire",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Named woman and man form the central romantic relationship.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://cannonballread.com/2019/02/not-so-nice-guy-caribbeanclaire/"
          ]
        },
        {
          "id": "review:not-so-nice-guy:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://cannonballread.com/2019/02/not-so-nice-guy-caribbeanclaire/",
          "source_name": "Cannonball Read / CaribbeanClaire",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Independent completed reviews center the romantic shift between the teacher friends.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:not-so-nice-guy:discovery:sexual_content",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://thebookdutchesses.com/2018/08/09/review-not-so-nice-guy-r-s-grey/",
          "source_name": "The Book Dutchesses",
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          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          ],
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        },
        {
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          "field": "unmapped_trope_candidates",
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          "independence_checked": false,
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          "independent_root_ids": []
        }
      ],
      "romance_role": "PRIMARY",
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      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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          "evidence_ids": [
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        },
        "authors": {
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        },
        "tropes": {
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        "cover": {
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          "evidence_ids": []
        }
      },
      "field_provenance": {
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        },
        "pairing": {
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        "romance_role": {
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            "review:not-so-nice-guy:discovery:romance_role"
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          "status": "REPORTED"
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        "unmapped_trope_candidates": {
          "origin": "EIKNA_ROMANCE_RESEARCHED",
          "status": "LOCAL_CURATION_CANONICAL_MAPPING_PENDING",
          "evidence_ids": [
            "local-trope:not-so-nice-guy:friends-to-lovers:708c897b0d"
          ]
        }
      },
      "eikna": {
        "eikna_book_id": null,
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        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:not-so-nice-guy",
      "title": "Not So Nice Guy",
      "authors": [
        {
          "display_name": "R.S. Grey",
          "role": "AUTHOR",
          "source": "https://rsgrey.com/r-s-grey-reading-order/"
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      ],
      "isbn_13": null,
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      "language": "en",
      "edition_type": "unknown",
      "publication_date": null,
      "publisher": null,
      "source_url": "https://eiknaromance.com/reviews/not-so-nice-guy/",
      "description_source": "https://rsgrey.com/r-s-grey-reading-order/",
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      "updated_at": "2026-10-07",
      "record_version": 4,
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        "status": "PENDING_LIVE_SCHEMA",
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      "review": {
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        "method": "researched_editorial_assessment",
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        "score_coverage_percent": 85,
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          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "A qualified choice for teacher colleagues, affectionate routines and mutual hidden feelings. The early friendship is better supported critically than the later plotting and rushed conclusion.",
        "strengths": [
          "Companionable start, weaker later belief",
          "Care with an agency caveat",
          "Funny for some, uneven finish",
          "Pleasant but limited staying power"
        ],
        "cautions": [
          "Relationship anxiety and possessive interference with dating are reported. A fuller author warning list is unavailable in the inspected material. <a href=\"#source-claire\">Cannonball Read / CaribbeanClaire</a>"
        ],
        "recommended_for": [
          "Try it for everyday closeness, hidden mutual feelings and low-pressure comic companionship. Be cautious if jealous interference, anxiety-driven delay or an accelerated ending typically prevents you enjoying a romance."
        ],
        "not_for_readers_seeking": [
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        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
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      "retailer_links": {
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      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
          "reported_value": "Friends to Lovers",
          "source_url": "https://cannonballread.com/2019/02/not-so-nice-guy-caribbeanclaire/",
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          "evidence_summary": "Named independent reviewers describe Ian and Sam’s three-year friendship before romance.",
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        "canonical_taxonomy_ids"
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      "readiness": {
        "ready": false,
        "blockers": [
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          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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      },
      "discovery_audit": {
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        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
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          "content_warnings"
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      },
      "content_hash": "67f79f4436daef96d9b7b514ea20108d86bd79ae1805421d1ae5e4d04252554b"
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      "romance_scope_evidence": [
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          "status": "REPORTED",
          "notes": "US trade paperback facts verified; exact numeric heat and formal ending remain unknown. Critical accounts disagree on the plausibility of the dates and strength of the obstacles."
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      ],
      "pairing_evidence": [
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      "evidence": [
        {
          "id": "review:josh-and-hazels-guide-to-not-dating:title",
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          "source_url": "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856"
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        },
        {
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          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Christina Lauren",
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          ],
          "source_url": "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
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        },
        {
          "id": "review:josh-and-hazels-guide-to-not-dating:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9781501165856",
          "source_url": "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856"
          ]
        },
        {
          "id": "review:josh-and-hazels-guide-to-not-dating:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856"
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        },
        {
          "id": "review:josh-and-hazels-guide-to-not-dating:publication_date",
          "field": "publication_date",
          "proposed_value": "2018-09-04",
          "source_url": "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856"
          ]
        },
        {
          "id": "review:josh-and-hazels-guide-to-not-dating:publisher",
          "field": "publisher",
          "proposed_value": "Gallery Books",
          "source_url": "https://www.simonandschuster.com/books/Josh-and-Hazels-Guide-to-Not-Dating/Christina-Lauren/9781501165856",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
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          "status": "REPORTED",
          "notes": "Exact edition facts and ending type remain unverified. Edgewood stopped at chapter seventeen, so her objections document encountered scenes rather than the resolution. Screen adaptation is not novel evidence."
        }
      ],
      "pairing_evidence": [
        {
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      "conflicts": [],
      "evidence": [
        {
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          "source_url": "https://juliaquinn.com/books/romancing-mr-bridgerton/",
          "source_name": "Inspected author/publisher evidence",
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        },
        {
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          "source_url": "https://juliaquinn.com/books/romancing-mr-bridgerton/",
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        },
        {
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        },
        {
          "id": "review:romancing-mister-bridgerton:source:fenna",
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          "proposed_value": "Inspected source for the authored scorecard.",
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        },
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        },
        {
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          "source_name": "Julia Quinn",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise identifies the central romantic partners.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://juliaquinn.com/books/romancing-mr-bridgerton/"
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        },
        {
          "id": "review:romancing-mister-bridgerton:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://juliaquinn.com/books/romancing-mr-bridgerton/",
          "source_name": "Julia Quinn",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Their romantic relationship drives the primary synopsis.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://juliaquinn.com/books/romancing-mr-bridgerton/"
          ]
        },
        {
          "id": "review:romancing-mister-bridgerton:discovery:sexual_content",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://allaboutromance.com/book-review/romancing-mister-bridgerton-julia-quinn/",
          "source_name": "All About Romance / Sandy Coleman",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected independent criticism discusses love scenes or physical intimacy; no numeric heat conversion.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://allaboutromance.com/book-review/romancing-mister-bridgerton-julia-quinn/"
          ]
        },
        {
          "id": "local-trope:romancing-mister-bridgerton:friends-to-lovers:0f0924a48a",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Friends to Lovers",
          "source_url": "https://juliaquinn.com/books/romancing-mr-bridgerton/",
          "source_name": "Julia Quinn",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Long acquaintance and family friendship precede romance, with unequal awareness: Penelope has already been pining. This is not two equally oblivious lifelong best friends.",
          "confidence": "Qualified",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": []
        }
      ],
      "romance_role": "PRIMARY",
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      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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        },
        "tropes": {
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        },
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        }
      },
      "eikna": {
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        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:romancing-mister-bridgerton",
      "title": "Romancing Mister Bridgerton",
      "authors": [
        {
          "display_name": "Julia Quinn",
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      "source_url": "https://eiknaromance.com/reviews/romancing-mister-bridgerton/",
      "description_source": "https://juliaquinn.com/books/romancing-mr-bridgerton/",
      "editorial_summary": "Penelope Featherington has loved Colin Bridgerton for years; his return to London makes him reconsider the familiar woman and the secrets she keeps. <a href=\"#source-publisher\">Julia Quinn</a>",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
      "contract_version": "1.0",
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        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
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          "writing": 4,
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          "heat": null,
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          "reread_appeal": null
        },
        "verdict_summary": "Choose it for sharp conversation and a wallflower becoming visible. Check Colin’s jealousy and rough handling before choosing it for a gentle hero.",
        "strengths": [
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          "Evidence and limits",
          "Evidence and limits",
          "Evidence and limits"
        ],
        "cautions": [
          "Edgewood reports painful arm-gripping and controlling anger, and explicitly had not completed the book. These are scene-level cautions, not an outcome assessment. <a href=\"#source-fenna\">Fenna Edgewood</a>"
        ],
        "recommended_for": [
          "Choose it for sharp conversation and a wallflower becoming visible. Check Colin’s jealousy and rough handling before choosing it for a gentle hero."
        ],
        "not_for_readers_seeking": [
          "Choose it for sharp conversation and a wallflower becoming visible. Check Colin’s jealousy and rough handling before choosing it for a gentle hero."
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        "apple_books": null,
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      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
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          "source_url": "https://juliaquinn.com/books/romancing-mr-bridgerton/",
          "source_name": "Julia Quinn",
          "checked_at": "2026-10-06",
          "evidence_summary": "Long acquaintance and family friendship precede romance, with unequal awareness: Penelope has already been pining. This is not two equally oblivious lifelong best friends.",
          "mapping_note": "Candidate term, not a mapped taxonomy ID.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
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      "missing_fields": [
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        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Identity evidence not verified",
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://juliaquinn.com/books/romancing-mr-bridgerton/"
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      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
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      "romance_scope_evidence": [
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          "status": "VERIFIED"
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      ],
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      "unmapped_trope_candidates": [
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          "status": "REPORTED",
          "notes": "Exact edition facts and formal ending remain unverified. Publishers Weekly misnames the heroine and is excluded from identity facts; its criticism is retained with that limitation."
        }
      ],
      "pairing_evidence": [
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      "evidence": [
        {
          "id": "review:when-he-was-wicked:title",
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
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            {
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          ],
          "source_url": "https://juliaquinn.com/books/when-he-was-wicked/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://juliaquinn.com/books/when-he-was-wicked/"
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        },
        {
          "id": "review:when-he-was-wicked:source:publisher",
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          "source_name": "Julia Quinn",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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        },
        {
          "id": "review:when-he-was-wicked:source:aar",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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        },
        {
          "id": "review:when-he-was-wicked:source:cannon",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://cannonballread.com/2019/09/when-he-was-wicked-bridgertons-6-alwaysanswerb/",
          "source_name": "Cannonball Read / alwaysanswerb",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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        },
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          "source_url": "https://www.publishersweekly.com/9780060531232",
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        },
        {
          "id": "review:when-he-was-wicked:discovery:pairing",
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          "source_url": "https://juliaquinn.com/books/when-he-was-wicked/",
          "source_name": "Julia Quinn",
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          "evidence_summary": "Primary premise identifies the central romantic partners.",
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            "EXTERNAL_SOURCE"
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        },
        {
          "id": "review:when-he-was-wicked:discovery:romance_role",
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          "proposed_value": "PRIMARY",
          "source_url": "https://juliaquinn.com/books/when-he-was-wicked/",
          "source_name": "Julia Quinn",
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          "evidence_summary": "Their romantic relationship drives the primary synopsis.",
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        },
        {
          "id": "review:when-he-was-wicked:discovery:sexual_content",
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          "source_url": "https://allaboutromance.com/book-review/when-he-was-wicked-julia-quinn/",
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          "evidence_summary": "Inspected independent criticism discusses love scenes or physical intimacy; no numeric heat conversion.",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "local-trope:when-he-was-wicked:friends-to-lovers:7322c2e413",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Friends to Lovers",
          "source_url": "https://juliaquinn.com/books/when-he-was-wicked/",
          "source_name": "Julia Quinn",
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          "evidence_summary": "Francesca and Michael are friends and confidants before becoming lovers; his preexisting love and their shared bereavement make the transition unequal and grief-laden.",
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          "independent_root_ids": []
        }
      ],
      "romance_role": "PRIMARY",
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      "sexual_content": "YES",
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      "pacing": "unknown",
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        },
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        "romance_role": {
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        }
      },
      "eikna": {
        "eikna_book_id": null,
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        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:when-he-was-wicked",
      "title": "When He Was Wicked",
      "authors": [
        {
          "display_name": "Julia Quinn",
          "role": "AUTHOR",
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      "language": "en",
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      "publisher": null,
      "source_url": "https://eiknaromance.com/reviews/when-he-was-wicked/",
      "description_source": "https://juliaquinn.com/books/when-he-was-wicked/",
      "editorial_summary": "Michael has loved Francesca since before she married his cousin. Widowed Francesca regards Michael as a dear friend while he struggles with desire and loyalty. <a href=\"#source-publisher\">Julia Quinn</a>",
      "updated_at": "2026-10-07",
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          "writing": 3,
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          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
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        "verdict_summary": "Choose it for grieving friends and conflicted desire. Avoid it if sexual urgency or emotional pressure undermines a slow-burn promise.",
        "strengths": [
          "Evidence and limits",
          "Evidence and limits",
          "Evidence and limits",
          "Evidence and limits"
        ],
        "cautions": [
          "Bereavement and chronic illness are reported by TaKiesha Smith; the review discusses Michael’s hidden ailment. Broader warnings remain incomplete. <a href=\"#source-aar\">All About Romance / TaKiesha Smith</a>"
        ],
        "recommended_for": [
          "Choose it for grieving friends and conflicted desire. Avoid it if sexual urgency or emotional pressure undermines a slow-burn promise."
        ],
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        "apple_books": null,
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      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
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          "evidence_summary": "Francesca and Michael are friends and confidants before becoming lovers; his preexisting love and their shared bereavement make the transition unequal and grief-laden.",
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          "origin": "EXTERNAL_SOURCE",
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        "canonical_taxonomy_ids"
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      "readiness": {
        "ready": false,
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          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
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        "independent_evidence_roots": [
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      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
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          "content_warnings"
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      "romance_scope_evidence": [
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          "status": "REPORTED",
          "notes": "Edition identifiers and numeric heat remain unverified. Selected reviewers differ on whether Violet’s defenses create emotional depth or repetitive self-reproach."
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      "pairing_evidence": [
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          "evidence_id": "review:the-countess-conspiracy:discovery:pairing",
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          "source_url": "https://www.courtneymilan.com/the-countess-conspiracy/",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "origin": "EXTERNAL_SOURCE",
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          "independent_root_ids": [
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        },
        {
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-countess-conspiracy:source:utc",
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          "source_name": "Dear Author / Jennie",
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          "independent_root_ids": [
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        },
        {
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          "source_name": "Courtney Reads Romance / Courtney Tonokawa",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-countess-conspiracy:discovery:pairing",
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          "source_name": "Courtney Milan",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise identifies the central romantic partners.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-countess-conspiracy:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.courtneymilan.com/the-countess-conspiracy/",
          "source_name": "Courtney Milan",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Their romantic relationship drives the primary synopsis.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "local-trope:the-countess-conspiracy:friends-to-lovers:d1c3bc807a",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Friends to Lovers",
          "source_url": "https://www.courtneymilan.com/the-countess-conspiracy/",
          "source_name": "Courtney Milan",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The author’s excerpt explicitly calls Sebastian Violet’s oldest friend and establishes longstanding intimacy before romantic acknowledgment.",
          "confidence": "Qualified",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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          "independent_root_ids": []
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      ],
      "romance_role": "PRIMARY",
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      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
        "title": {
          "status": "VERIFIED",
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          "evidence_ids": [
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        },
        "authors": {
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          "assessed_at": "2026-10-06",
          "evidence_ids": [
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        },
        "pairing": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
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          "Evidence and limits",
          "Evidence and limits",
          "Evidence and limits"
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          "Racism and bereavement are discussed by the inspected reviews. These selective notes do not establish absence of other material. <a href=\"#source-llama\">Llama Reads Books</a>"
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          "Try it for kind, low-conflict courtship and ambitious village life. Less suitable for readers wanting strong external suspense or substantial revenge stakes."
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        },
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          "source_name": "Dear Author / Kaetrin",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:two-rogues-make-a-right:discovery:pairing",
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          "source_name": "Cat Sebastian",
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        },
        {
          "id": "review:two-rogues-make-a-right:discovery:romance_role",
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          "source_name": "Cat Sebastian",
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          "evidence_summary": "Their romantic relationship drives the primary synopsis.",
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        },
        {
          "id": "review:two-rogues-make-a-right:discovery:sexual_content",
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        ],
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          "tropes needs verification or an explicit assessed UNKNOWN",
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        {
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        ],
        "recommended_for": [
          "Best for readers who enjoy a chatty woman drawing out a controlling, guarded man, with a band ensemble nearby. Less suitable if engineered bed sharing or late communication failures routinely break your investment."
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      ],
      "pairing_evidence": [
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          "source_url": "https://www.kristencallihan.com/copy-of-outmatched",
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          "evidence_summary": "Primary premise identifies the woman and man whose romantic connection drives the book.",
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          "evidence_summary": "Inspected completed-reading critic describes on-page sex. Numerical intensity remains unknown.",
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          "source_name": "Bookshop.org inspected paperback product",
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          "evidence_summary": "Inspected Bookshop US product heading With You Forever; author Chloe Liese; Product Details Type Paperback and EAN/UPC 9780593642412.",
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        {
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          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Rooney is openly sunny and proactive while Axel protects a quiet solitary routine; the publisher explicitly names him a grump.",
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          "retrieved_at_precision": "date",
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          "public_source_anchor": "contemporary-grumpy-sunshine-contact-source"
        },
        {
          "id": "contemporary-slow-burn:fcaafd7ec247a5b04314",
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          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The title page explicitly gives Contemporary Romance as a related genre.",
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      "editorial_summary": "Wells’s golf career is collapsing. Josephine remains his sunny supporter, then becomes his paid caddy as both need a professional recovery. The author explicitly sustains the scowling-versus-cheering contrast. <a href=\"#source-publisher\">Tessa Bailey</a>",
      "updated_at": "2026-10-07",
      "record_version": 6,
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        "verdict_summary": "A clear grumpy sunshine match, but a cautious recommendation: emotional warmth praised by Kirkus sits alongside serious concerns about autonomy and golf realism.",
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          "Intensity with disputed foundation",
          "Sunny support meets troubled celebrity",
          "An appealing setup with execution concerns",
          "Warmth and discomfort coexist"
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          "Kirkus describes diabetes management, insurance pressure and hurricane damage. <a href=\"#source-kirkus\">Kirkus Reviews</a> Read Between the Spines raises sexual-pressure and objectification concerns; this is a named critic’s assessment, not a consensus claim. <a href=\"#source-spines\">Read Between the Spines</a>"
        ],
        "recommended_for": [
          "Best for readers comfortable with heightened celebrity devotion and sexual intensity; less suitable when accurate golf or consistently respected boundaries is essential."
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        "not_for_readers_seeking": [
          "Best for readers comfortable with heightened celebrity devotion and sexual intensity; less suitable when accurate golf or consistently respected boundaries is essential."
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          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
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          "notes": "The setup involves a former employer and assistant. <a href=\"#source-publisher\">Mariana Zapata</a> Tamanda describes financial inducements and an immigration-related practical marriage; readers sensitive to money and power within a relationship should consider that context. <a href=\"#source-tamanda\">Tamanda Kanjaye</a>"
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          "source_name": "Inspected author/publisher evidence",
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          "source_url": "https://www.marianazapata.com/the-wall-of-winnipeg-me",
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        {
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          "source_name": "Mariana Zapata",
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          "source_name": "Tamanda Kanjaye",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "evidence_summary": "Primary premise identifies the woman and man whose romantic connection drives the book.",
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          "evidence_summary": "Inspected completed-reading critic describes on-page sex. Numerical intensity remains unknown.",
          "confidence": "Moderate",
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            "confidence": "High"
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          "source_name": "Apple Books published edition",
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          "evidence_summary": "Authentic English published cover identity inspected against source metadata and the contact sheet; edition scope retained.",
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          "proposed_value": {
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          "source_name": "Bookshop.org inspected paperback product",
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          "evidence_summary": "Birdie describes solitary, private Aiden against lively, witty Vanessa. Her sustained energy provides the contrast, but the primary blurb alone does not verify a sunshine label.",
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        },
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        ],
        "recommended_for": [
          "Best for readers who want a wedding-planner/florist collaboration, commitment anxiety and renewed attraction; less suitable for readers who dislike past/present structure."
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        },
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            "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
          "source_url": "https://books.apple.com/gb/book/where-youre-planted/id6740617919",
          "source_name": "Apple Books published edition",
          "source_type": "RETAILER",
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          "evidence_summary": "Authentic English published cover identity inspected against source metadata and the contact sheet; edition scope retained.",
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        },
        {
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          "evidence_summary": "Inspected actual Bookshop US product Where You're Planted by Melanie Sweeney; find Type returned Product Details Paperback and EAN/UPC 9780593716113.",
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        },
        {
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      ],
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        "blockers": [
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://books.apple.com/gb/book/the-marriage-game/id1608668306",
          "https://www.penguinrandomhouse.com/books/622422/the-marriage-game-by-sara-desai/"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "content_hash": "4274fd48f59a2a793a33c71b507968f13e5f992d17983ae5af5fc3ca95364288"
    },
    {
      "subtitle": null,
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      "tear_rating": null,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/role-model.webp",
        "source_url": "https://books.apple.com/gb/book/role-model/id1547801725",
        "source_name": "Apple Books published edition",
        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
      },
      "availability_checked_at": null,
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      "romance_scope_evidence": [
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        }
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      "tropes": [],
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          "status": "VERIFIED",
          "notes": "Discussion of sexual assault and rape allegations, victim disbelief, homophobia, bullying, toxic parenting and anxiety is reported in the inspected criticism. <a href=\"#source-bookcorps\">Thebookcorps</a>"
        }
      ],
      "pairing_evidence": [
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        {
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          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "independence_checked": true,
          "lineage_origins": [
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        },
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            }
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          "source_url": "https://www.rachelreidwrites.com/role-model",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
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          "independence_checked": true,
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          ]
        },
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          "source_name": "Rachel Reid",
          "source_type": "OTHER",
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          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
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        },
        {
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          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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            "source_name": "Apple Books published edition",
            "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
          "source_url": "https://books.apple.com/gb/book/role-model/id1547801725",
          "source_name": "Apple Books published edition",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Authentic English published cover identity inspected against source metadata and the contact sheet; edition scope retained.",
          "confidence": "High",
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          "independence_checked": true,
          "lineage_origins": [
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          ],
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          ]
        },
        {
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            "apple_books": null,
            "kobo": null,
            "barnes_and_noble": null,
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            "other": [
              "https://bookshop.org/a/127942/9781335534613"
            ]
          },
          "source_url": "https://bookshop.org/p/books/role-model-rachel-reid/aef436b76722952c?ean=9781335534613",
          "source_name": "Bookshop.org inspected paperback product",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected Bookshop US product heading Role Model; author Rachel Reid; Product Details Type Paperback and EAN/UPC 9781335534613.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "proposed_value": "Grumpy Sunshine",
          "source_url": "https://www.rachelreidwrites.com/role-model",
          "source_name": "Rachel Reid",
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          "evidence_summary": "Reid explicitly describes grumpy, standoffish Troy opposite sunny, persistent Harris.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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        },
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              "evidence": [
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            }
          ],
          "source_url": "https://www.harlequin.com/shop/books/9781488076985_role-model.html",
          "source_name": "Harlequin / Carina Press",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The exact-title Book Details categories explicitly include Contemporary Romance.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          ],
          "public_source_anchor": "contemporary-grumpy-sunshine-source"
        },
        {
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          "proposed_value": [
            {
              "route": "/romance-tropes/grumpy-sunshine/contemporary/",
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              "subgenre_status": "VERIFIED",
              "contrast_mechanism": "Standoffish hockey player Troy Barrett wants to be left alone after a trade, while sunny, persistent team social media manager Harris Drover draws him into work on his online presence.",
              "contrast_status": "VERIFIED",
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          "source_url": "https://harlequin.com/products/role-model?variant=44992503218352",
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          "retrieved_at_precision": "date",
          "evidence_summary": "Standoffish hockey player Troy Barrett wants to be left alone after a trade, while sunny, persistent team social media manager Harris Drover draws him into work on his online presence.",
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      ],
      "romance_role": "PRIMARY",
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      "heat_level": "UNKNOWN",
      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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          "evidence_ids": [
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        }
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      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:role-model",
      "title": "Role Model",
      "authors": [
        {
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          "role": "AUTHOR",
          "source": "https://www.rachelreidwrites.com/role-model"
        }
      ],
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      "publication_date": null,
      "publisher": null,
      "source_url": "https://eiknaromance.com/reviews/role-model/",
      "description_source": "https://www.rachelreidwrites.com/role-model",
      "editorial_summary": "Troy Barrett wants hockey and solitude after a trade, a breakup and a scandal. Harris Drover wants to help the new player navigate his public presence, even when Troy resists the attention. <a href=\"#source-publisher\">Rachel Reid</a>",
      "updated_at": "2026-10-07",
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      "data_status": "RESEARCHED",
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        "rating_if_used": 4,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
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          "writing": 4,
          "emotional_impact": 4,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Consider it for a warm hockey romance with an earned redemption emphasis; allow for serious discussion of sexual assault allegations and homophobic sports culture.",
        "strengths": [
          "Kindness with accountability",
          "A difficult lead becomes more legible",
          "Serious material within warmth",
          "Reassurance with remaining work"
        ],
        "cautions": [
          "Discussion of sexual assault and rape allegations, victim disbelief, homophobia, bullying, toxic parenting and anxiety is reported in the inspected criticism. <a href=\"#source-bookcorps\">Thebookcorps</a>"
        ],
        "recommended_for": [
          "Consider it for a warm hockey romance with an earned redemption emphasis; allow for serious discussion of sexual assault allegations and homophobic sports culture."
        ],
        "not_for_readers_seeking": [
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          "Reported notes include anxiety, panic attacks, sports injuries, chronic pain and homophobia; consult detailed warnings for personal needs. <a href=\"#source-angel\">Angel Reads</a> <a href=\"#source-aar\">All About Romance</a>"
        ],
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        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
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        ],
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "lineage_origins": [
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            "https://hannahcowanauthor.com/stealing-sunshine"
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        },
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          "source_name": "The StoryGraph / ireallylovetoread",
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          "retrieved_at": "2026-10-06",
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        },
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          "retrieved_at": "2026-10-06",
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        },
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          },
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          "Inspected readers discuss pressure from Bryce’s parents to date men and occasional cruel behavior. These notes are incomplete and should not be treated as a comprehensive warning list. <a href=\"#source-natty\">The StoryGraph</a> <a href=\"#source-publisher\">Hannah Cowan</a>"
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        "recommended_for": [
          "Try it for sapphic small-town roommates, pining and protective acts of service; temper expectations if you want a busy plot or complicated resolution."
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      "title": "Yours Truly",
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        {
          "display_name": "Abby Jimenez",
          "role": "AUTHOR",
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      "asin": null,
      "language": "en",
      "edition_type": "unknown",
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      "editorial_summary": "A wedding favor grows out of an unusually intimate correspondence. Briana and Jacob are doctors whose rough first impression changes through letters; she then becomes his supposed girlfriend in front of his family. <a href=\"#source-publisher\">Forever / publisher-provided NetGalley description</a>",
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        },
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          "Private trust supports the public fiction",
          "Emotional histories shape hesitation",
          "Warm invention, repetitive deliberation",
          "Vulnerability can outweigh predictability"
        ],
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          "Cece reports infidelity, panic, miscarriage discussion, medical material, parental abandonment and animal death. This is selected evidence, not an exhaustive checklist. <a href=\"#source-cece\">Cece</a>"
        ],
        "recommended_for": [
          "For readers who value letters, gentle attentiveness and anxious characters. Less suitable if prolonged misunderstanding reliably breaks your investment."
        ],
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          "For readers who value letters, gentle attentiveness and anxious characters. Less suitable if prolonged misunderstanding reliably breaks your investment."
        ],
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        "status": "UNKNOWN"
      },
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        "publisher": null,
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          "https://bookshop.org/a/127942/9798891648227"
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          "source_url": "https://www.netgalley.com/catalog/book/265353",
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          "evidence_summary": "Briana accompanies Jacob to his brother’s wedding; his family believes they are dating, and the pair maintains that fiction while friendship develops into love.",
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          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
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          "https://www.hachette.co.uk/titles/abby-jimenez/yours-truly/9780349433820/",
          "https://www.kirkusreviews.com/book-reviews/abby-jimenez/yours-truly-jimenez/?page=2",
          "https://www.netgalley.com/catalog/book/265353"
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        }
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        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
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    },
    {
      "title": "The Bodyguard",
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        {
          "display_name": "Katherine Center",
          "role": "AUTHOR",
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      },
      "source_url": "https://eiknaromance.com/reviews/the-bodyguard/",
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        }
      ],
      "description": null,
      "description_source": "https://play.google.com/store/books/details/The_Bodyguard_A_Novel?hl=en&id=f609EAAAQBAJ",
      "description_is_publisher_copy": null,
      "editorial_summary": "Here the invented girlfriend is professional camouflage. Hannah protects actor Jack while his mother is ill; the family must see a romantic companion rather than a security assignment. <a href=\"#source-publisher\">St. Martin’s Press / Google Play publisher description</a>",
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        }
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        }
      ],
      "pairing": "M/F",
      "pairing_confidence": null,
      "pairing_evidence": [
        {
          "evidence_id": "review:the-bodyguard:discovery:pairing",
          "source_url": "https://play.google.com/store/books/details/The_Bodyguard_A_Novel?hl=en&id=f609EAAAQBAJ",
          "status": "VERIFIED"
        }
      ],
      "heat_level": "UNKNOWN",
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      "ending_evidence": [],
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      "pacing": "unknown",
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      "darkness": null,
      "tear_rating": null,
      "representation": [],
      "content_warnings": [],
      "content_warnings_assessed": false,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/the-bodyguard.webp",
        "source_url": "https://books.apple.com/us/book/the-bodyguard/id1584660727",
        "source_name": "Inspected published English edition",
        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=The+Bodyguard+Katherine+Center&tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": [
          "https://bookshop.org/a/127942/9781250219411"
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      "kindle_unlimited": "UNKNOWN",
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      "review": {
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          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Professional cover becomes gentle companionship; chemistry and late relationship doubts receive mixed testimony.",
        "strengths": [
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          "Competence opens into vulnerability",
          "Warm banter, contested late conflict",
          "Loss lends ordinary care weight"
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        "cautions": [
          "The primary premise includes stalking, family bereavement and a sick parent. <a href=\"#source-publisher\">Publisher description</a> Totally Lucy also describes Hannah grieving her mother. These notes are selective. <a href=\"#source-lucy\">Totally Lucy</a>"
        ],
        "recommended_for": [
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        ],
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          "For readers who like capable heroines, family hospitality and kindness during grief. Approach cautiously if a convincing conversational spark is your first requirement."
        ],
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      "record_version": 6,
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        "identity_status": "NOT_CHECKED",
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      "evidence": [
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          "source_url": "https://katherinecenter.com/books/the-bodyguard/",
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          "evidence_summary": "Title and credited author inspected in the linked author, publisher or attributed trade source.",
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          "evidence_summary": "Title and credited author inspected in the linked author, publisher or attributed trade source.",
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          "independent_root_ids": [
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        },
        {
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          "proposed_value": "Bodyguard Hannah protects actor Jack while pretending to be his girlfriend.",
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          "retrieved_at": "2026-10-04",
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          "evidence_summary": "Original researched summary based on the cited premise.",
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          "origin": "EDITORIAL_JUDGMENT",
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        {
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        },
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            }
          ],
          "source_url": "https://play.google.com/store/books/details/The_Bodyguard_A_Novel?hl=en&id=f609EAAAQBAJ",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          ]
        },
        {
          "id": "review:the-bodyguard:edition_type",
          "field": "edition_type",
          "proposed_value": "ebook",
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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        {
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          "proposed_value": "St. Martin’s Press",
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          "source_name": "Inspected author/publisher evidence",
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          "confidence": "High",
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          "lineage_origins": [
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            "https://play.google.com/store/books/details/The_Bodyguard_A_Novel?hl=en&id=f609EAAAQBAJ"
          ]
        },
        {
          "id": "review:the-bodyguard:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "St. Martin’s Press / Google Play publisher description",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
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          "independent_root_ids": [
            "https://play.google.com/store/books/details/The_Bodyguard_A_Novel?hl=en&id=f609EAAAQBAJ"
          ]
        },
        {
          "id": "review:the-bodyguard:source:kirkus",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.kirkusreviews.com/book-reviews/katherine-center/the-bodyguard-center/",
          "source_name": "Kirkus Reviews",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/katherine-center/the-bodyguard-center/"
          ]
        },
        {
          "id": "review:the-bodyguard:source:lucy",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.totallylucy.com/2023/09/book-review-the-bodyguard-by-katherine-center/",
          "source_name": "Totally Lucy",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.totallylucy.com/2023/09/book-review-the-bodyguard-by-katherine-center/"
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        },
        {
          "id": "review:the-bodyguard:source:cup",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.bookishbythecup.com/post/book-review-the-bodyguard-by-katherine-center-when-fake-dating-meets-real-healing",
          "source_name": "Bookish by the Cup",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.bookishbythecup.com/post/book-review-the-bodyguard-by-katherine-center-when-fake-dating-meets-real-healing"
          ]
        },
        {
          "id": "review:the-bodyguard:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://play.google.com/store/books/details/The_Bodyguard_A_Novel?hl=en&id=f609EAAAQBAJ",
          "source_name": "St. Martin’s Press / Google Play publisher description",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The primary premise identifies the woman and man forming the central romantic relationship.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://play.google.com/store/books/details/The_Bodyguard_A_Novel?hl=en&id=f609EAAAQBAJ"
          ]
        },
        {
          "id": "review:the-bodyguard:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://play.google.com/store/books/details/The_Bodyguard_A_Novel?hl=en&id=f609EAAAQBAJ",
          "source_name": "St. Martin’s Press / Google Play publisher description",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The premise is structured around these leads developing a romantic relationship, not just a genre category.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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      "editorial_summary": "A hospital misunderstanding becomes a deliberate bargain. Mel and Evan continue the invented engagement for his family, trading help with their feud for help with her influencer work. <a href=\"#source-publisher\">Penguin Random House / Berkley</a>",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
      "contract_version": "1.0",
      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
      },
      "review": {
        "review_url": "https://eiknaromance.com/reviews/the-catch/",
        "reviewer": "Eikna Editorial Team",
        "review_date": "2026-10-06",
        "rating_if_used": 3.5,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3.5,
          "characters": 3.5,
          "writing": 3.5,
          "emotional_impact": 3.5,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Lively coastal community and a useful public bargain; rapid commitment and an underdeveloped family thread restrict depth.",
        "strengths": [
          "Public bargain, fast private commitment",
          "Public confidence conceals pressure",
          "Vivid community, uneven allocation",
          "Belonging competes with compression"
        ],
        "cautions": [
          "The publisher includes a boating accident. <a href=\"#source-publisher\">Berkley</a> Yolanda identifies a brother’s depression and questions its follow-through. These selected notes are not a complete warning list. <a href=\"#source-yolanda\">Yolanda</a>"
        ],
        "recommended_for": [
          "For readers who like influencer work, gruff hospitality and a family engagement charade. Less suitable if a one-week courtship needs extensive emotional justification."
        ],
        "not_for_readers_seeking": [
          "For readers who like influencer work, gruff hospitality and a family engagement charade. Less suitable if a one-week courtship needs extensive emotional justification."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "series": {
        "name": null,
        "number": null,
        "status": "UNKNOWN"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=The+Catch+Amy+Lea&tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": [
          "https://bookshop.org/a/127942/9780593336618"
        ]
      },
      "edition_records": [
        {
          "isbn13": "9780593336618",
          "format": "paperback",
          "publication_date": "2024-02-13",
          "publisher": "Berkley",
          "page_count": 416,
          "source": "https://www.penguinrandomhouse.com/books/673411/the-catch-by-amy-lea/"
        }
      ],
      "reported_discovery_notes": [
        {
          "field": "tropes",
          "reported_value": "Fake Dating",
          "source_url": "https://www.penguinrandomhouse.com/books/673411/the-catch-by-amy-lea/",
          "source_name": "Penguin Random House / Berkley",
          "checked_at": "2026-10-06",
          "evidence_summary": "After a boating accident, Evan’s family mistakes Mel for his fiancée. The pair sustains a one-week fake engagement to help reconcile his family; he helps her create social-media content while attraction becomes genuine.",
          "mapping_note": "Local candidate term; no EIKNA taxonomy ID assigned.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://books.apple.com/us/book/the-catch/id6449154819",
          "https://www.penguinrandomhouse.com/books/673411/the-catch-by-amy-lea/"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "content_hash": "33fc20297cde3739b12afc0fb0619db67e5e1f4c0aca861ac69fdadb4212097c"
    },
    {
      "subtitle": null,
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      "description": null,
      "description_is_publisher_copy": null,
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      "primary_trope": null,
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      "darkness": null,
      "tear_rating": null,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/well-matched.webp",
        "source_url": "https://books.apple.com/us/book/well-matched/id1549794380",
        "source_name": "Inspected published English edition",
        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
      },
      "availability_checked_at": null,
      "reviewed_at": null,
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      "romance_scope_evidence": [
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          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "status": "VERIFIED"
        }
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      "subgenres": [
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          "confidence": null,
          "evidence": [
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        }
      ],
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "proposed_name": "Fake Dating",
          "eikna_trope_id": null,
          "local_slug": "fake-dating",
          "evidence": [
            "local-trope:well-matched:fake-dating:c727362afb"
          ],
          "status": "VERIFIED",
          "notes": "The primary account concerns an approaching empty nest and family pressure about career and settling down. The inspected sources do not establish an exhaustive warning list. <a href=\"#source-publisher\">Berkley</a>"
        }
      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:well-matched:discovery:pairing",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "status": "VERIFIED"
        }
      ],
      "heat_evidence": [],
      "ending_evidence": [],
      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
          "id": "review:well-matched:title",
          "field": "title",
          "proposed_value": "Well Matched",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "review:well-matched:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Jen DeLuca",
              "role": "AUTHOR",
              "source": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
            }
          ],
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "review:well-matched:isbn_13",
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          "proposed_value": "9780593200445",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "review:well-matched:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "review:well-matched:publication_date",
          "field": "publication_date",
          "proposed_value": "2021-10-19",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:well-matched:publisher",
          "field": "publisher",
          "proposed_value": "Berkley",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "review:well-matched:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Penguin Random House / Berkley",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:well-matched:source:elley",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://elleyotter.home.blog/2021/10/18/book-review-well-matched-by-jen-deluca/",
          "source_name": "Elley the Book Otter",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://elleyotter.home.blog/2021/10/18/book-review-well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "review:well-matched:source:jana",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.thatartsyreadergirl.com/2022/01/well-matched-by-jen-deluca-mini-book-review/",
          "source_name": "That Artsy Reader Girl / Jana",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.thatartsyreadergirl.com/2022/01/well-matched-by-jen-deluca-mini-book-review/"
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        },
        {
          "id": "review:well-matched:source:alice",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://alicereadsromance.wordpress.com/2021/10/04/book-review-well-matched-by-jen-deluca/",
          "source_name": "Alice Reads Romance",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://alicereadsromance.wordpress.com/2021/10/04/book-review-well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "review:well-matched:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Penguin Random House / Berkley",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The primary premise identifies the woman and man forming the central romantic relationship.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "review:well-matched:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Penguin Random House / Berkley",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The premise is structured around these leads developing a romantic relationship, not just a genre category.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "cover:well-matched:authentic",
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          "proposed_value": {
            "image_url": "https://eiknaromance.com/images/book-covers/well-matched.webp",
            "source_url": "https://books.apple.com/us/book/well-matched/id1549794380",
            "source_name": "Inspected published English edition",
            "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
          "source_url": "https://books.apple.com/us/book/well-matched/id1549794380",
          "source_name": "Inspected published English edition",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Authentic English published cover identity inspected against source metadata and the contact sheet; edition scope retained.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://books.apple.com/us/book/well-matched/id1549794380"
          ]
        },
        {
          "id": "retailer:well-matched:bookshop-paperback",
          "field": "retailer_links",
          "proposed_value": {
            "amazon": "https://www.amazon.com/s?k=Well+Matched+Jen+DeLuca&tag=eiknaromance-20",
            "apple_books": null,
            "kobo": null,
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            "other": [
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          },
          "source_url": "https://bookshop.org/p/books/well-matched-jen-deluca/a5611f106dc6fe89?ean=9780593200445",
          "source_name": "Bookshop.org inspected print product",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected actual Bookshop US Well Matched by Jen DeLuca, Product Details Paperback with EAN/UPC 9780593200445.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://books.apple.com/us/book/well-matched/id1549794380"
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        },
        {
          "id": "local-trope:well-matched:fake-dating:c727362afb",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Fake Dating",
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Penguin Random House / Berkley",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "April poses as Mitch’s girlfriend at a family gathering to deflect pressure about his career and settling down. Their continued public performance, home repairs and faire encounters develop real feelings that challenge her plans to leave town.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ]
        },
        {
          "id": "contemporary-fake-dating:8f388059d1f5d7b8254b",
          "field": "subgenres",
          "proposed_value": [
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              "canonical_name": "Contemporary",
              "eikna_subgenre_id": null,
              "confidence": null,
              "evidence": [
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            }
          ],
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Penguin Random House / Berkley — Well Matched",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The title-specific Related Genres field explicitly lists Contemporary Romance. The Renaissance Faire is an event setting, not evidence of historical classification.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/"
          ],
          "public_source_anchor": "contemporary-fake-dating-source"
        },
        {
          "id": "contemporary-fake-dating:bf67fce8034ef295ede8",
          "field": "collection_memberships",
          "proposed_value": [
            {
              "route": "/romance-tropes/fake-dating/contemporary/",
              "subgenre": "Contemporary",
              "subgenre_status": "VERIFIED",
              "pretence_mechanism": "In exchange for Mitch's help preparing her house for sale, April agrees to pose as his girlfriend at a family dinner so he can avoid criticism about settling down and his coaching career. Dinner expands to a weekend, and the pretense resumes when his family visits the Renaissance Faire.",
              "pretence_status": "VERIFIED",
              "evidence_ids": [
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                "contemporary-fake-dating:bf67fce8034ef295ede8"
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              "checked_at": "2026-10-07"
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          ],
          "source_url": "https://www.penguinrandomhouse.com/books/653260/well-matched-by-jen-deluca/",
          "source_name": "Penguin Random House / Berkley — Well Matched",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "In exchange for Mitch's help preparing her house for sale, April agrees to pose as his girlfriend at a family dinner so he can avoid criticism about settling down and his coaching career. Dinner expands to a weekend, and the pretense resumes when his family visits the Renaissance Faire.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          "public_source_anchor": "contemporary-fake-dating-contact-source"
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        ],
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          "evidence_summary": "Authentic English published cover identity inspected against source metadata and the contact sheet; edition scope retained.",
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          "evidence_summary": "Inspected actual Bookshop US The Right Move by Liz Tomforde, Product Details Paperback with EAN/UPC 9781649379719.",
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          "romance": 4,
          "characters": 4,
          "writing": 4,
          "emotional_impact": 4,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "A promising campaign-centered fake relationship with lively character discovery; very optimistic narration and cringe comedy may be barriers.",
        "strengths": [
          "Public image gives way to private discovery",
          "Optimism challenges privilege",
          "A single voice mixes tenderness and embarrassment",
          "Being seen beyond the campaign persona"
        ],
        "cautions": [
          "The premise includes viral exposure and employment dependence. <a href=\"#source-publisher\">Amanda Gambill</a> All The Books I Can Read describes accidental public nudity and stark differences in wealth and upbringing. These are selected notes. <a href=\"#source-bree\">All The Books I Can Read</a>"
        ],
        "recommended_for": [
          "Best for readers who like public-image satire, a heroine-led perspective and gradual intimacy beneath a disastrous introduction."
        ],
        "not_for_readers_seeking": [
          "Best for readers who like public-image satire, a heroine-led perspective and gradual intimacy beneath a disastrous introduction."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "series": {
        "name": null,
        "number": null,
        "status": "UNKNOWN"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=Honestly%2C+I%E2%80%99m+Totally+Faking+It+Amanda+Gambill&tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": [
          "https://bookshop.org/a/127942/9798789069905"
        ]
      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
          "reported_value": "Fake Dating",
          "source_url": "https://amandagambill.com/pages/explore-amanda-gambill-books",
          "source_name": "Amanda Gambill",
          "checked_at": "2026-10-06",
          "evidence_summary": "Rach and Pres’s pretend relationship converts viral attention into campaign publicity; the voting public and his publicity team form its audience.",
          "mapping_note": "Local candidate term; no EIKNA taxonomy ID assigned.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Identity evidence not verified",
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://amandagambill.com/pages/explore-amanda-gambill-books",
          "https://books.apple.com/us/audiobook/honestly-im-totally-faking-it/id1753945016"
        ]
      },
      "edition_records": [
        {
          "isbn13": "9798789069905",
          "format": "paperback",
          "publication_date": null,
          "publisher": null,
          "page_count": null,
          "source": "https://bookshop.org/p/books/honestly-i-m-totally-faking-it-amanda-gambill/9e2a5798d8c0267a?ean=9798789069905",
          "checked_at": "2026-10-06"
        }
      ],
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "content_hash": "1345596cd68ad49606ef2e480383123b7072903fa583557ea7f7ad7dfbce7dd9"
    },
    {
      "title": "Take a Hint, Dani Brown",
      "authors": [
        {
          "display_name": "Talia Hibbert",
          "role": "AUTHOR",
          "source": "https://www.taliahibbert.com/take-a-hint-dani-brown"
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      ],
      "isbn_13": "9780062941237",
      "isbn_10": null,
      "asin": null,
      "language": "en",
      "edition_type": "paperback",
      "publication_date": "2020-06-23",
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      "publisher": "Avon/HarperCollins",
      "series": {
        "name": null,
        "number": null,
        "status": "UNKNOWN"
      },
      "source_url": "https://eiknaromance.com/reviews/take-a-hint-dani-brown/",
      "romance_role": "PRIMARY",
      "romance_scope_evidence": [
        {
          "evidence_id": "review:take-a-hint-dani-brown:discovery:romance_role",
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "status": "VERIFIED"
        }
      ],
      "description": null,
      "description_source": "https://www.taliahibbert.com/take-a-hint-dani-brown",
      "description_is_publisher_copy": null,
      "editorial_summary": "A video of Zaf rescuing Dani attracts an online audience. They agree to perform a relationship for his children’s sports charity, while Dani hopes to keep their private connection casual. <a href=\"#source-publisher\">Talia Hibbert</a>",
      "genre": null,
      "subgenres": [],
      "primary_trope": null,
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "proposed_name": "Fake Dating",
          "eikna_trope_id": null,
          "local_slug": "fake-dating",
          "evidence": [
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          "status": "VERIFIED",
          "notes": "Kirkus reports loss of Zaf’s father and brother in a car accident, depression and anxiety. <a href=\"#source-kirkus\">Kirkus Reviews</a> The author centers a heroine wary of commitment after previous relationships. Selected notes only. <a href=\"#source-publisher\">Talia Hibbert</a>"
        }
      ],
      "pairing": "M/F",
      "pairing_confidence": null,
      "pairing_evidence": [
        {
          "evidence_id": "review:take-a-hint-dani-brown:discovery:pairing",
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          "status": "VERIFIED"
        }
      ],
      "heat_level": "UNKNOWN",
      "heat_score": null,
      "sexual_content": "YES",
      "heat_evidence": [
        {
          "evidence_id": "review:take-a-hint-dani-brown:discovery:sexual_content",
          "source_url": "https://www.kirkusreviews.com/book-reviews/talia-hibbert/take-a-hint-dani-brown/",
          "status": "REPORTED"
        }
      ],
      "ending": "UNKNOWN",
      "ending_confidence": null,
      "ending_evidence": [],
      "moods": [],
      "pacing": "unknown",
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "representation": [
        {
          "label": "Bisexual heroine and a hero with anxiety",
          "source_url": "https://www.taliahibbert.com/faqs",
          "scope": "AUTHOR_REPORTED; character attribution limited to stated source",
          "portrayal_assessment": "NOT_ASSESSED"
        }
      ],
      "content_warnings": [],
      "content_warnings_assessed": false,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/take-a-hint-dani-brown.webp",
        "source_url": "https://books.apple.com/us/book/take-a-hint-dani-brown/id1481049768",
        "source_name": "Inspected published English edition",
        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=Take+a+Hint%2C+Dani+Brown+Talia+Hibbert&tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": [
          "https://bookshop.org/a/127942/9780062941237"
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      },
      "kindle_unlimited": "UNKNOWN",
      "availability_checked_at": null,
      "review": {
        "review_url": "https://eiknaromance.com/reviews/take-a-hint-dani-brown/",
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        "review_date": "2026-10-06",
        "rating_if_used": 4.4,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 4.5,
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          "writing": 4,
          "emotional_impact": 4.5,
          "heat": null,
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          "reread_appeal": null
        },
        "verdict_summary": "A strong choice for charity-driven fake dating, career ambition and a romantic hero with his own emotional work; pacing and late separation are the main reservations.",
        "strengths": [
          "Different private wishes beneath a shared performance",
          "Ambition and vulnerability remain visible",
          "Humor and care with pacing qualifications",
          "Neither person exists only to heal the other"
        ],
        "cautions": [
          "Kirkus reports loss of Zaf’s father and brother in a car accident, depression and anxiety. <a href=\"#source-kirkus\">Kirkus Reviews</a> The author centers a heroine wary of commitment after previous relationships. Selected notes only. <a href=\"#source-publisher\">Talia Hibbert</a>"
        ],
        "recommended_for": [
          "Best for readers who want a professionally focused heroine, a caring romance-loving hero and public performance becoming private commitment."
        ],
        "not_for_readers_seeking": [
          "Best for readers who want a professionally focused heroine, a caring romance-loving hero and public performance becoming private commitment."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "created_at": "2026-10-04",
      "updated_at": "2026-10-07",
      "reviewed_at": null,
      "reviewed_by": null,
      "record_version": 5,
      "source_record_id": "eikna-romance:take-a-hint-dani-brown",
      "data_status": "RESEARCHED",
      "conflicts": [],
      "missing_fields": [
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        "heat_score",
        "slow_burn",
        "heat_level",
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        "reread_appeal",
        "canonical_taxonomy_ids"
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      "eikna": {
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        "last_submitted_at": null,
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        "proposal_ids": [],
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      "evidence": [
        {
          "id": "ev:71440bcce5dd605731b7",
          "field": "title",
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          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Talia Hibbert",
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          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and credited author checked on the official individual author page.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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        },
        {
          "id": "ev:e6aed6aa389b49b44f96",
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          "proposed_value": [
            {
              "display_name": "Talia Hibbert",
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              "author": {
                "display_name": "Talia Hibbert",
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                "evidence": []
              }
            }
          ],
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Talia Hibbert",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and credited author checked on the official individual author page.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "ev:ac07f69ee33df02423f3",
          "field": "editorial_summary",
          "proposed_value": "Dani, a PhD student, enters a fake relationship with security guard Zaf after a video of them attracts attention. The author identifies Dani as bisexual and Zaf as having an anxiety disorder.",
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Publisher",
          "source_type": "EDITORIAL",
          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Original researched summary based on the cited premise.",
          "confidence": null,
          "origin": "EDITORIAL_JUDGMENT",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EDITORIAL_JUDGMENT"
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          "independent_root_ids": []
        },
        {
          "id": "ev:df547f5f9da8e16f29c5",
          "field": "representation",
          "proposed_value": [
            {
              "label": "Bisexual heroine and a hero with anxiety",
              "source_url": "https://www.taliahibbert.com/faqs",
              "scope": "AUTHOR_REPORTED; character attribution limited to stated source",
              "portrayal_assessment": "NOT_ASSESSED"
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          ],
          "source_url": "https://www.taliahibbert.com/faqs",
          "source_name": "Talia Hibbert",
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          "retrieved_at": "2026-10-04",
          "evidence_summary": "Character identities and circumstances named by the author; no universal portrayal judgment or demographic consensus.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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          "independent_root_ids": []
        },
        {
          "id": "review:take-a-hint-dani-brown:title",
          "field": "title",
          "proposed_value": "Take a Hint, Dani Brown",
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.taliahibbert.com/take-a-hint-dani-brown"
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        },
        {
          "id": "review:take-a-hint-dani-brown:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Talia Hibbert",
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          ],
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "independent_root_ids": [
            "https://www.taliahibbert.com/take-a-hint-dani-brown"
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        },
        {
          "id": "review:take-a-hint-dani-brown:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9780062941237",
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.taliahibbert.com/take-a-hint-dani-brown"
          ]
        },
        {
          "id": "review:take-a-hint-dani-brown:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.taliahibbert.com/take-a-hint-dani-brown"
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        },
        {
          "id": "review:take-a-hint-dani-brown:publication_date",
          "field": "publication_date",
          "proposed_value": "2020-06-23",
          "source_url": "https://www.kirkusreviews.com/book-reviews/talia-hibbert/take-a-hint-dani-brown/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/talia-hibbert/take-a-hint-dani-brown/"
          ]
        },
        {
          "id": "review:take-a-hint-dani-brown:publisher",
          "field": "publisher",
          "proposed_value": "Avon/HarperCollins",
          "source_url": "https://www.kirkusreviews.com/book-reviews/talia-hibbert/take-a-hint-dani-brown/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/talia-hibbert/take-a-hint-dani-brown/"
          ]
        },
        {
          "id": "review:take-a-hint-dani-brown:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Talia Hibbert",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.taliahibbert.com/take-a-hint-dani-brown"
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        },
        {
          "id": "review:take-a-hint-dani-brown:source:kirkus",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.kirkusreviews.com/book-reviews/talia-hibbert/take-a-hint-dani-brown/",
          "source_name": "Kirkus Reviews",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/talia-hibbert/take-a-hint-dani-brown/"
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        },
        {
          "id": "review:take-a-hint-dani-brown:source:library",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://insidemylibrarymind.wordpress.com/2020/06/22/review-take-a-hint-dani-brown-by-talia-hibbert/",
          "source_name": "Inside My Library Mind",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://insidemylibrarymind.wordpress.com/2020/06/22/review-take-a-hint-dani-brown-by-talia-hibbert/"
          ]
        },
        {
          "id": "review:take-a-hint-dani-brown:source:kerri",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://kerrimcbooknerd.home.blog/2021/08/02/book-review-take-a-hint-dani-brown-by-talia-hibbert/",
          "source_name": "Kerri McBookNerd",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://kerrimcbooknerd.home.blog/2021/08/02/book-review-take-a-hint-dani-brown-by-talia-hibbert/"
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        },
        {
          "id": "review:take-a-hint-dani-brown:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://www.taliahibbert.com/take-a-hint-dani-brown",
          "source_name": "Talia Hibbert",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise identifies the woman and man whose romantic connection drives the book.",
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          "evidence_id": "review:the-duke-and-i:discovery:romance_role",
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      "description_is_publisher_copy": null,
      "editorial_summary": "Daphne Bridgerton and Simon Basset agree to pretend courtship before London society. The arrangement should increase her options and discourage the marriage pursuers he wants to avoid. <a href=\"#source-publisher\">Publisher</a>",
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            "local-trope:the-duke-and-i:fake-dating:78b966fea5"
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      ],
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      "pairing_confidence": null,
      "pairing_evidence": [
        {
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        }
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      "heat_evidence": [
        {
          "evidence_id": "review:the-duke-and-i:discovery:sexual_content",
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          "status": "REPORTED"
        }
      ],
      "ending": "UNKNOWN",
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      "ending_evidence": [],
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      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
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      "tear_rating": null,
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      "content_warnings": [],
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        "image_url": "https://eiknaromance.com/images/book-covers/the-duke-and-i.webp",
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        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
      },
      "retailer_links": {
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      "kindle_unlimited": "UNKNOWN",
      "availability_checked_at": null,
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        ],
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          "Female-on-male sexual assault involves an intoxicated partner and a deliberately disregarded sexual boundary. <a href=\"#source-robyn\">Robyn</a> Georgia also lists parental death. This is not an exhaustive checklist. <a href=\"#source-georgia\">Georgia</a>"
        ],
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          "confidence": "Moderate",
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        },
        {
          "id": "review:the-duke-and-i:source:wayfarer",
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          "source_name": "bookish wayfarer",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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        },
        {
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          "evidence_summary": "Inspected actual Bookshop US The Duke and I by Julia Quinn, Product Details Paperback with EAN/UPC 9780062911414.",
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        },
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected actual Bookshop US My Fake Rake by Eva Leigh, Product Details Paperback with EAN/UPC 9780062932402.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://books.apple.com/us/book/my-fake-rake/id1454227755"
          ]
        },
        {
          "id": "local-trope:my-fake-rake:fake-dating:b4ac50aba1",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Fake Dating",
          "source_url": "https://evaleighauthor.com/my-fake-rake-2/",
          "source_name": "Eva Leigh",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Grace recruits Sebastian to court her publicly so naturalist Mason will notice her romantically; Sebastian’s performed rake persona makes their apparent interest credible to society.",
          "confidence": "High",
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          "lineage_origins": [
            "EXTERNAL_SOURCE"
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            "https://evaleighauthor.com/my-fake-rake-2/"
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        }
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      "content_warnings_assessed": false,
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          "evidence_ids": [
            "review:my-fake-rake:title"
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        },
        "authors": {
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          "evidence_ids": [
            "review:my-fake-rake:authors"
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        },
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            "review:my-fake-rake:discovery:romance_role"
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          "evidence_ids": [
            "review:my-fake-rake:discovery:sexual_content"
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        },
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          "evidence_ids": []
        },
        "tropes": {
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          "status": "VERIFIED"
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          "evidence_ids": [
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            "review:my-fake-rake:source:anne",
            "review:my-fake-rake:source:caroline",
            "review:my-fake-rake:source:malin"
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        },
        "pairing": {
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        "cover": {
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            "cover:my-fake-rake:authentic"
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        },
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        }
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        {
          "display_name": "Eva Leigh",
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        "verdict_summary": "Try it for scholarly friends, a gentle hero and a reversed makeover; expect delayed confession and a distinctly modern-feeling historical conversation.",
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          "Gentleness matters more than the costume",
          "Humor meets a period-voice dispute",
          "Warmth depends on patience with hesitation"
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        "cautions": [
          "Anne reports social anxiety and on-page intimacy. The review does not establish a complete content-warning inventory. <a href=\"#source-anne\">Anne</a>"
        ],
        "recommended_for": [
          "For readers who like a kind, anxious hero and friendship becoming desire through a public performance."
        ],
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          "For readers who like a kind, anxious hero and friendship becoming desire through a public performance."
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          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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          "https://evaleighauthor.com/my-fake-rake-2/"
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      ],
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
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          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
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      "content_hash": "a0f3bc0872f88997a90b4baa7ead3d372419eedb4a3e3623480c4932ba8baedc"
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    {
      "title": "How to Fake It in Hollywood",
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        {
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      "romance_scope_evidence": [
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          "evidence_id": "review:how-to-fake-it-in-hollywood:discovery:romance_role",
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        {
          "evidence_id": "review:how-to-fake-it-in-hollywood:discovery:pairing",
          "source_url": "https://www.penguinrandomhouse.com/books/679135/how-to-fake-it-in-hollywood-by-ava-wilder/",
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      ],
      "heat_level": "UNKNOWN",
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      "sexual_content": "UNKNOWN",
      "heat_evidence": [],
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      "representation": [],
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        "publisher": null,
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          "heat": null,
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          "reread_appeal": null
        },
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          "Cinematic prose, uneven later construction",
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        ],
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          "retrieved_at": "2026-10-04",
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          "evidence_summary": "Title and credited author inspected in the linked author, publisher or attributed trade source.",
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          "source_url": "https://www.penguinrandomhouse.com/books/679135/how-to-fake-it-in-hollywood-by-ava-wilder/",
          "source_name": "www.penguinrandomhouse.com",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and credited author inspected in the linked author, publisher or attributed trade source.",
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          "origin": "EXTERNAL_SOURCE",
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        },
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          "proposed_value": "Grey and Ethan enter a publicity-driven fake relationship.",
          "source_url": "https://www.penguinrandomhouse.com/books/679135/how-to-fake-it-in-hollywood-by-ava-wilder/",
          "source_name": "Publisher",
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          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
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        },
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          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          ],
          "source_url": "https://www.penguinrandomhouse.com/books/679135/how-to-fake-it-in-hollywood-by-ava-wilder/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "source_url": "https://www.penguinrandomhouse.com/books/679135/how-to-fake-it-in-hollywood-by-ava-wilder/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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      "description_source": "https://www.simonandschuster.com/books/The-Fiance-Dilemma/Elena-Armas/The-Green-Oak-Series/9781668011348",
      "editorial_summary": "Josie Moore’s failed engagements become a publicity problem when her father announces his retirement. Matthew Flanagan is drawn into a temporary engagement that requires him to act as the attentive fiancé. <a href=\"#source-publisher\">Publisher</a>",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
      "contract_version": "1.0",
      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
      },
      "review": {
        "review_url": "https://eiknaromance.com/reviews/the-fiance-dilemma/",
        "reviewer": "Eikna Editorial Team",
        "review_date": "2026-10-06",
        "rating_if_used": 3.5,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3.5,
          "characters": 3.5,
          "writing": 3.5,
          "emotional_impact": 3.5,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Try it for an attentive fake fiancé, small-town support and banter; expect repeated conflict and less backstory than the premise may invite.",
        "strengths": [
          "Reassurance strengthens the staged bond",
          "Likable people with underexplored histories",
          "Accessible humor, recurring conversations",
          "Warm community, variable investment"
        ],
        "cautions": [
          "An absentee father, public scrutiny and pressure surrounding failed engagements shape the premise. <a href=\"#source-publisher\">Publisher</a> Anna also discusses past trauma and personal losses. This is not an exhaustive content inventory. <a href=\"#source-anna\">Anna</a>"
        ],
        "recommended_for": [
          "For readers who want a reassuring hero and family-publicity fake engagement inside a familiar small-town community."
        ],
        "not_for_readers_seeking": [
          "For readers who want a reassuring hero and family-publicity fake engagement inside a familiar small-town community."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "series": {
        "name": null,
        "number": null,
        "status": "UNKNOWN"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=The+Fianc%C3%A9+Dilemma+Elena+Armas&tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": [
          "https://bookshop.org/a/127942/9781668011348"
        ]
      },
      "edition_records": [
        {
          "isbn13": "9781668011348",
          "format": "paperback",
          "publication_date": "2024-07-30",
          "publisher": "Atria Books",
          "page_count": 432,
          "source": "https://www.simonandschuster.com/books/The-Fiance-Dilemma/Elena-Armas/The-Green-Oak-Series/9781668011348"
        }
      ],
      "reported_discovery_notes": [
        {
          "field": "tropes",
          "reported_value": "Fake Dating",
          "source_url": "https://www.simonandschuster.com/books/The-Fiance-Dilemma/Elena-Armas/The-Green-Oak-Series/9781668011348",
          "source_name": "Atria Books",
          "checked_at": "2026-10-06",
          "evidence_summary": "Josie and Matthew stage an engagement for her father’s publicity operation after her previous failed engagements become a reputational problem; Matthew performs the doting fiancé for public scrutiny.",
          "mapping_note": "Local candidate term; no EIKNA taxonomy ID assigned.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://books.apple.com/us/book/the-fiance-dilemma/id6474140369",
          "https://www.simonandschuster.com/books/The-Fiance-Dilemma/Elena-Armas/The-Green-Oak-Series/9781668011348"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "content_hash": "4193d351b0e10bc133d36974b329f8e2b77d85b401d6f44fb3f015ad3a3091d6"
    },
    {
      "subtitle": null,
      "isbn_10": null,
      "first_publication_year": null,
      "description": null,
      "description_is_publisher_copy": null,
      "genre": null,
      "primary_trope": null,
      "pairing_confidence": null,
      "heat_score": null,
      "ending_confidence": "Moderate",
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/the-fiancee-farce.webp",
        "source_url": "https://books.apple.com/us/book/the-fianc%C3%A9e-farce/id6443180614",
        "source_name": "Inspected published English edition",
        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
      },
      "availability_checked_at": null,
      "reviewed_at": null,
      "reviewed_by": null,
      "romance_scope_evidence": [
        {
          "evidence_id": "review:the-fiancee-farce:discovery:romance_role",
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          "status": "VERIFIED"
        }
      ],
      "subgenres": [
        {
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          "eikna_subgenre_id": null,
          "confidence": null,
          "evidence": [
            "contemporary-fake-dating:339882a280d71f4d33e1"
          ]
        }
      ],
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "proposed_name": "Fake Dating",
          "eikna_trope_id": null,
          "local_slug": "fake-dating",
          "evidence": [
            "local-trope:the-fiancee-farce:fake-dating:f97122c85c"
          ],
          "status": "VERIFIED",
          "notes": "Reported concerns include sexual shaming, anxiety, family cruelty and manipulation. These are selected notes, not an exhaustive warning list. <a href=\"#source-kirkus\">Kirkus</a> <a href=\"#source-lou\">Lou Morgan</a>"
        }
      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:the-fiancee-farce:discovery:pairing",
          "source_url": "https://www.alexandriabellefleur.com/the-fiancee-farce",
          "status": "VERIFIED"
        }
      ],
      "heat_evidence": [
        {
          "evidence_id": "review:the-fiancee-farce:discovery:sexual_content",
          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/",
          "status": "REPORTED"
        }
      ],
      "ending_evidence": [
        {
          "evidence_id": "review:the-fiancee-farce:ending-reported",
          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/",
          "status": "REPORTED"
        }
      ],
      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
          "id": "review:the-fiancee-farce:title",
          "field": "title",
          "proposed_value": "The Fiancée Farce",
          "source_url": "https://www.alexandriabellefleur.com/the-fiancee-farce",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.alexandriabellefleur.com/the-fiancee-farce"
          ]
        },
        {
          "id": "review:the-fiancee-farce:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Alexandria Bellefleur",
              "role": "AUTHOR",
              "source": "https://www.alexandriabellefleur.com/the-fiancee-farce"
            }
          ],
          "source_url": "https://www.alexandriabellefleur.com/the-fiancee-farce",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.alexandriabellefleur.com/the-fiancee-farce"
          ]
        },
        {
          "id": "review:the-fiancee-farce:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9780063258495",
          "source_url": "https://www.alexandriabellefleur.com/the-fiancee-farce",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.alexandriabellefleur.com/the-fiancee-farce"
          ]
        },
        {
          "id": "review:the-fiancee-farce:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.alexandriabellefleur.com/the-fiancee-farce",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.alexandriabellefleur.com/the-fiancee-farce"
          ]
        },
        {
          "id": "review:the-fiancee-farce:publication_date",
          "field": "publication_date",
          "proposed_value": "2023-04-18",
          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/"
          ]
        },
        {
          "id": "review:the-fiancee-farce:publisher",
          "field": "publisher",
          "proposed_value": "Avon/HarperCollins",
          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/"
          ]
        },
        {
          "id": "review:the-fiancee-farce:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.alexandriabellefleur.com/the-fiancee-farce",
          "source_name": "Alexandria Bellefleur",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.alexandriabellefleur.com/the-fiancee-farce"
          ]
        },
        {
          "id": "review:the-fiancee-farce:source:kirkus",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/",
          "source_name": "Kirkus Reviews",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/"
          ]
        },
        {
          "id": "review:the-fiancee-farce:source:aar",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://allaboutromance.com/book-review/the-fiancee-farce-by-alexandria-bellefleur/",
          "source_name": "All About Romance / Lisa Fernandes",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://allaboutromance.com/book-review/the-fiancee-farce-by-alexandria-bellefleur/"
          ]
        },
        {
          "id": "review:the-fiancee-farce:source:lou",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://loumorganauthor.wordpress.com/2024/04/29/lous-review-the-fiancee-farce/",
          "source_name": "Lou Morgan",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://loumorganauthor.wordpress.com/2024/04/29/lous-review-the-fiancee-farce/"
          ]
        },
        {
          "id": "review:the-fiancee-farce:ending-reported",
          "field": "ending",
          "proposed_value": "HEA",
          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/",
          "source_name": "Kirkus Reviews",
          "source_type": "REVIEW",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The inspected reviewer explicitly reports HEA; ending satisfaction remains unscored.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/"
          ]
        },
        {
          "id": "review:the-fiancee-farce:discovery:pairing",
          "field": "pairing",
          "proposed_value": "F/F",
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          "source_name": "Alexandria Bellefleur",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise identifies the central romantic pairing.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.alexandriabellefleur.com/the-fiancee-farce"
          ]
        },
        {
          "id": "review:the-fiancee-farce:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.alexandriabellefleur.com/the-fiancee-farce",
          "source_name": "Alexandria Bellefleur",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "The courtship is the explicit central story.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.alexandriabellefleur.com/the-fiancee-farce"
          ]
        },
        {
          "id": "review:the-fiancee-farce:discovery:sexual_content",
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          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/",
          "source_name": "Kirkus Reviews",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Named critic explicitly describes sexual scenes; numerical heat unknown.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/the-fiancee-farce/"
          ]
        },
        {
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          "field": "cover",
          "proposed_value": {
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            "source_name": "Inspected published English edition",
            "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
          "source_url": "https://books.apple.com/us/book/the-fianc%C3%A9e-farce/id6443180614",
          "source_name": "Inspected published English edition",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Authentic English published cover identity inspected against source metadata and the contact sheet; edition scope retained.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "retailer:the-fiancee-farce:bookshop-paperback",
          "field": "retailer_links",
          "proposed_value": {
            "amazon": "https://www.amazon.com/s?k=The+Fianc%C3%A9e+Farce+Alexandria+Bellefleur&tag=eiknaromance-20",
            "apple_books": null,
            "kobo": null,
            "barnes_and_noble": null,
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            "other": [
              "https://bookshop.org/a/127942/9780063258495"
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          },
          "source_url": "https://bookshop.org/p/books/the-fianc-e-farce-a-novel-alexandria-bellefleur/38f8a50d38ce6989?ean=9780063258495",
          "source_name": "Bookshop.org inspected print product",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected actual Bookshop US The Fiancée Farce by Alexandria Bellefleur, Product Details Paperback with EAN/UPC 9780063258495.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://books.apple.com/us/book/the-fianc%C3%A9e-farce/id6443180614"
          ]
        },
        {
          "id": "local-trope:the-fiancee-farce:fake-dating:f97122c85c",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Fake Dating",
          "source_url": "https://www.alexandriabellefleur.com/the-fiancee-farce",
          "source_name": "Alexandria Bellefleur",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Gemma and Tansy act as affectionate fiancées before family and inheritance stakeholders, trading a love-match appearance for financial and business security.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.alexandriabellefleur.com/the-fiancee-farce"
          ]
        },
        {
          "id": "contemporary-fake-dating:339882a280d71f4d33e1",
          "field": "subgenres",
          "proposed_value": [
            {
              "canonical_name": "Contemporary",
              "eikna_subgenre_id": null,
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          "Reported concerns include sexual shaming, anxiety, family cruelty and manipulation. These are selected notes, not an exhaustive warning list. <a href=\"#source-kirkus\">Kirkus</a> <a href=\"#source-lou\">Lou Morgan</a>"
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          "notes": "Suzanne flags accident-related PTSD, ongoing pain and scars, plus food discussion that may affect readers with eating-disorder histories. <a href=\"#source-panels\">Love in Panels</a>"
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          "independence_checked": true,
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          "independent_root_ids": [
            "https://www.ylva-publishing.com/product/just-for-show-by-jae/"
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        },
        {
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        },
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          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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        },
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          "independence_checked": true,
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        },
        {
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        },
        {
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          "evidence_summary": "Named critic explicitly describes sexual scenes; numerical heat unknown.",
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        },
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            "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected actual Bookshop US Just for Show by Jae, Product Details Paperback with EAN/UPC 9783955339807.",
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          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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        },
        {
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                "contemporary-fake-dating:caf4210df8e36e79d8e6"
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            }
          ],
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          "retrieved_at_precision": "date",
          "evidence_summary": "The author’s title page explicitly records its 2019 GCLS Literary Award in the Contemporary Romance – Long Novels category. This is title-specific award classification, not a publisher genre field.",
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        {
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              "route": "/romance-tropes/fake-dating/contemporary/",
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      ],
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        },
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          "writing": 4,
          "emotional_impact": 4,
          "heat": null,
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          "reread_appeal": null
        },
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        "strengths": [
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          "Opposites with room for more growth",
          "Familiar pattern, convincing steps",
          "Gentle pleasure with trauma notes"
        ],
        "cautions": [
          "Suzanne flags accident-related PTSD, ongoing pain and scars, plus food discussion that may affect readers with eating-disorder histories. <a href=\"#source-panels\">Love in Panels</a>"
        ],
        "recommended_for": [
          "Consider it for a patient sapphic fake-fiancée roommates romance; less suitable if you want a surprising structure or constant external drama."
        ],
        "not_for_readers_seeking": [
          "Consider it for a patient sapphic fake-fiancée roommates romance; less suitable if you want a surprising structure or constant external drama."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
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          "source_url": "https://www.ylva-publishing.com/product/just-for-show-by-jae/",
          "source_name": "Ylva Publishing",
          "checked_at": "2026-10-06",
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          "mapping_note": "Local candidate term; no EIKNA taxonomy ID assigned.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
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        "reread_appeal",
        "canonical_taxonomy_ids"
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          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending needs verification or an explicit assessed UNKNOWN",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
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          "https://jae-fiction.com/just-for-show/",
          "https://www.ylva-publishing.com/product/just-for-show-by-jae/"
        ]
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        }
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        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "collection_memberships": [
        {
          "route": "/romance-tropes/fake-dating/contemporary/",
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          "subgenre_status": "VERIFIED",
          "pretence_mechanism": "After her real fiancée ends their engagement, couples therapist Claire Renshaw hires actress Lana Henderson as a fake fiancée to protect the credibility and publishing contract of her relationship-advice book. The performance is intended to convince those evaluating her book and relationship credentials.",
          "pretence_status": "VERIFIED",
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            "contemporary-fake-dating:803ec7ddd33195bc9593"
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        }
      ],
      "content_hash": "602f4cc55ddfec4725c7ef1ee342821d6ae4837badaf660bbaba5019d643858b"
    },
    {
      "subtitle": null,
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        "source_url": "https://books.apple.com/us/book/fly-with-me/id6445709467",
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        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
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          "notes": "Inspected criticism reports panic and flight fear, a critically ill brother, strained family relationships and an intrusive former partner. Notes are incomplete. <a href=\"#source-paul\">Jaclyn Paul</a> <a href=\"#source-ariel\">Queerbrary</a>"
        }
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      "pairing_evidence": [
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      "evidence": [
        {
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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        },
        {
          "id": "review:fly-with-me:authors",
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          "source_name": "Inspected author/publisher evidence",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:fly-with-me:edition_type",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:fly-with-me:publication_date",
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "independent_root_ids": [
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        },
        {
          "id": "review:fly-with-me:publisher",
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:fly-with-me:source:publisher",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "origin": "EXTERNAL_SOURCE",
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        },
        {
          "id": "review:fly-with-me:source:pw",
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        },
        {
          "id": "review:fly-with-me:source:ariel",
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          "source_name": "Queerbrary / Ariel DeWinter",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
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          "proposed_value": "F/F",
          "source_url": "https://us.macmillan.com/books/9781250886385/flywithme/",
          "source_name": "St. Martin’s Griffin / Macmillan",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise identifies the central romantic pairing.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:fly-with-me:discovery:romance_role",
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          "source_url": "https://us.macmillan.com/books/9781250886385/flywithme/",
          "source_name": "St. Martin’s Griffin / Macmillan",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The courtship is the explicit central story.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:fly-with-me:discovery:sexual_content",
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          "source_url": "https://www.publishersweekly.com/9781250886378",
          "source_name": "Publishers Weekly",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Named critic explicitly describes sexual scenes; numerical heat unknown.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "cover:fly-with-me:authentic",
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            "source_name": "Inspected published English edition",
            "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
          "source_url": "https://books.apple.com/us/book/fly-with-me/id6445709467",
          "source_name": "Inspected published English edition",
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          "evidence_summary": "Authentic English published cover identity inspected against source metadata and the contact sheet; edition scope retained.",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "retailer:fly-with-me:bookshop-paperback",
          "field": "retailer_links",
          "proposed_value": {
            "amazon": "https://www.amazon.com/s?k=Fly+with+Me+Andie+Burke&tag=eiknaromance-20",
            "apple_books": null,
            "kobo": null,
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          },
          "source_url": "https://bookshop.org/p/books/fly-with-me-a-novel-andie-burke/b5d36c68019085e8?ean=9781250886378",
          "source_name": "Bookshop.org inspected print product",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected actual Bookshop US Fly with Me by Andie Burke, Product Details Paperback with EAN/UPC 9781250886378.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
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        },
        {
          "id": "local-trope:fly-with-me:fake-dating:6b28d5cfa1",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Fake Dating",
          "source_url": "https://us.macmillan.com/books/9781250886385/flywithme/",
          "source_name": "St. Martin’s Griffin / Macmillan",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Stella asks Olive to pose as her girlfriend before airline executives and publicity audiences, using a viral rescue to seek a long-overdue promotion.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://us.macmillan.com/books/9781250886385/flywithme/"
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        },
        {
          "id": "contemporary-fake-dating:0f4e8c3002d57a261123",
          "field": "subgenres",
          "proposed_value": [
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              "canonical_name": "Contemporary",
              "eikna_subgenre_id": null,
              "confidence": null,
              "evidence": [
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              ]
            }
          ],
          "source_url": "https://www.panmacmillan.com.au/9781250886378/",
          "source_name": "Pan Macmillan Australia",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The book-specific Category field explicitly lists Adult & Contemporary Romance.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          ],
          "public_source_anchor": "contemporary-fake-dating-source"
        },
        {
          "id": "contemporary-fake-dating:cd37bce9d477a7c848e2",
          "field": "collection_memberships",
          "proposed_value": [
            {
              "route": "/romance-tropes/fake-dating/contemporary/",
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              "subgenre_status": "VERIFIED",
              "pretence_mechanism": "Copilot Stella Soriano asks ER nurse Olive Murphy to be her fake girlfriend after Olive’s airborne rescue goes viral and helps airline sales. Stella hopes the public association will win attention from airline executives who overlook her for promotion; Olive agrees the arrangement could benefit her too.",
              "pretence_status": "VERIFIED",
              "evidence_ids": [
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                "contemporary-fake-dating:cd37bce9d477a7c848e2"
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          "source_url": "https://us.macmillan.com/books/9781250886378/flywithme/",
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          "retrieved_at_precision": "date",
          "evidence_summary": "Copilot Stella Soriano asks ER nurse Olive Murphy to be her fake girlfriend after Olive’s airborne rescue goes viral and helps airline sales. Stella hopes the public association will win attention from airline executives who overlook her for promotion; Olive agrees the arrangement could benefit her too.",
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          "independent_root_ids": [
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          "public_source_anchor": "contemporary-fake-dating-contact-source"
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      ],
      "romance_role": "PRIMARY",
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      "heat_level": "UNKNOWN",
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      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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        },
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        },
        "tropes": {
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        },
        "heat_level": {
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          "evidence_ids": [
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        },
        "subgenres": {
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        }
      },
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        },
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "The premise involves a false claim about sexuality. Reported reservations concern identity assumptions, avoidance and late miscommunication. <a href=\"#source-publisher\">Eden Finley</a> <a href=\"#source-wolf\">Wolfsbane Books</a>"
        ],
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        ],
        "not_for_readers_seeking": [
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          "https://edenfinley.com/shop/fake-out-fake-boyfriend-series-book-1-paperback-3/"
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          ],
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
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          "source_name": "Inspected author/publisher evidence",
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        },
        {
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          "source_url": "https://harlequin.com/products/the-boyfriend-subscription?variant=44992871563440",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
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          "proposed_value": "Afterglow Books by Harlequin",
          "source_url": "https://harlequin.com/products/the-boyfriend-subscription?variant=44992871563440",
          "source_name": "Inspected author/publisher evidence",
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        },
        {
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          "source_name": "Afterglow Books / Harlequin",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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        },
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          "source_name": "All About Romance / Caz Owens",
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          "independent_root_ids": [
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        },
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "independent_root_ids": [
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        {
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          ]
        },
        {
          "id": "retailer:the-boyfriend-subscription:bookshop-paperback",
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          "proposed_value": {
            "amazon": "https://www.amazon.com/s?k=The+Boyfriend+Subscription+Steven+Salvatore&tag=eiknaromance-20",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected actual Bookshop US The Boyfriend Subscription by Steven Salvatore, Product Details Paperback with EAN/UPC 9781335041593.",
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        }
      ],
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      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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        }
      },
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        {
          "display_name": "Steven Salvatore",
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      "editorial_summary": "Teddy has lost his marriage and plant business when wealthy entrepreneur Cole offers him a paid week as a boyfriend. Cole needs a conventional-looking relationship for an investor; Teddy needs a financial foothold. <a href=\"#source-publisher\">Harlequin</a>",
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        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
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        "method": "researched_editorial_assessment",
        "firsthand_read": false,
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          "writing": 3,
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          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Consider it for a sex-worker-positive M/M Pretty Woman reversal; expect concentrated drama and a divided critical response to the chemistry.",
        "strengths": [
          "Private intimacy is stronger than lasting trust",
          "Good intent, disputed depth",
          "Competent prose, uneven rhythm",
          "A premise with qualified emotional payoff"
        ],
        "cautions": [
          "Reported topics include a financially destructive divorce, bankruptcy, sex work and family pressure. These are selected reading considerations, not comprehensive warnings. <a href=\"#source-aar\">All About Romance</a> <a href=\"#source-publisher\">Harlequin</a>"
        ],
        "recommended_for": [
          "Consider it for a sex-worker-positive M/M Pretty Woman reversal; expect concentrated drama and a divided critical response to the chemistry."
        ],
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        ],
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        }
      ],
      "reported_discovery_notes": [
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          "evidence_summary": "Cole pays Teddy to appear as his boyfriend for one week, especially before a prospective investor, trading respectable relationship optics for financial help.",
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          "classification_status": "UNMAPPED_OBSERVATION"
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          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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          "https://harlequin.com/products/the-boyfriend-subscription?variant=44992871563440"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
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      },
      "content_hash": "45c4924df1b78087aad66ee0e1b1b4594295485dcacc935343d3281717e8a22e"
    },
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        "isbn_or_edition_match": "illustrated paperback cover (English, official author; native304px); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
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          "notes": "Inspected sources report pressure to come out, possible involuntary outing, family intrusion and professional conflict. <a href=\"#source-publisher\">Eden Finley</a> <a href=\"#source-bytes\">Love Bytes</a>"
        }
      ],
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      "evidence": [
        {
          "id": "review:deke:title",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
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          ],
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:deke:source:publisher",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:deke:source:bytes",
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          "source_name": "Love Bytes / Becca",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://scatteredthoughtsandroguewords.com/2022/06/21/review-deke-fake-boyfriends-3-by-eden-finley/",
          "source_name": "Scattered Thoughts and Rogue Words / MelanieM",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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            "EXTERNAL_SOURCE"
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          "id": "review:deke:source:gatherer",
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          "source_url": "https://bookgatherer.wordpress.com/2018/12/16/arc-review-deke-by-eden-finley/",
          "source_name": "Bookgatherer",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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        },
        {
          "id": "review:deke:discovery:pairing",
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          "source_name": "Eden Finley",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise identifies the central romantic pairing.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://edenfinley.com/fake-boyfriend-series/"
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        },
        {
          "id": "review:deke:discovery:romance_role",
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          "source_url": "https://edenfinley.com/fake-boyfriend-series/",
          "source_name": "Eden Finley",
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          "retrieved_at": "2026-10-06",
          "evidence_summary": "The courtship is the explicit central story.",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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        },
        {
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            "image_url": "https://eiknaromance.com/images/book-covers/deke.webp",
            "source_url": "https://edenfinley.com/shop/deke-fake-boyfriend-series-book-3-illustrated-soft-cover-3/",
            "source_name": "Inspected published English edition",
            "isbn_or_edition_match": "illustrated paperback cover (English, official author; native304px); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
          "source_url": "https://edenfinley.com/shop/deke-fake-boyfriend-series-book-3-illustrated-soft-cover-3/",
          "source_name": "Inspected published English edition",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Authentic English published cover identity inspected against source metadata and the contact sheet; edition scope retained.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://edenfinley.com/shop/deke-fake-boyfriend-series-book-3-illustrated-soft-cover-3/"
          ]
        },
        {
          "id": "retailer:deke:bookshop-paperback",
          "field": "retailer_links",
          "proposed_value": {
            "amazon": "https://www.amazon.com/s?k=Deke+Eden+Finley&tag=eiknaromance-20",
            "apple_books": null,
            "kobo": null,
            "barnes_and_noble": null,
            "publisher": null,
            "other": [
              "https://bookshop.org/a/127942/9780645146653"
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          },
          "source_url": "https://bookshop.org/p/books/deke-eden-finley/6a763ac6dc444549?ean=9780645146653",
          "source_name": "Bookshop.org inspected print product",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Inspected actual Bookshop US Deke by Eden Finley, Product Details Hardcover with EAN/UPC 9780645146653.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://edenfinley.com/shop/deke-fake-boyfriend-series-book-3-illustrated-soft-cover-3/"
          ]
        },
        {
          "id": "local-trope:deke:fake-dating:8b7d6ca8ad",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Fake Dating",
          "source_url": "https://edenfinley.com/fake-boyfriend-series/",
          "source_name": "Eden Finley",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Lennon pretends to be Ollie’s boyfriend at a family gathering so Ollie can deflect relatives’ pressure; the subsequent romance involves privacy rather than a sustained public-couple campaign.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://edenfinley.com/fake-boyfriend-series/"
          ]
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/M",
      "heat_level": "UNKNOWN",
      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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        "title": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:deke:title"
          ]
        },
        "authors": {
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          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:deke:authors"
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        },
        "publisher": {
          "status": "VERIFIED",
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          "evidence_ids": [
            "review:deke:publisher"
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        },
        "pairing": {
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          "evidence_ids": [
            "review:deke:discovery:pairing"
          ]
        },
        "romance_role": {
          "status": "VERIFIED",
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          "evidence_ids": [
            "review:deke:discovery:romance_role"
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        },
        "genre": {
          "status": "NOT_ASSESSED",
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        },
        "tropes": {
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          "evidence_ids": [
            "local-trope:deke:fake-dating:8b7d6ca8ad"
          ]
        },
        "heat_level": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "ending": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
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        },
        "cover": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
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            "cover:deke:authentic"
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        }
      },
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          "evidence_ids": [
            "review:deke:authors"
          ],
          "status": "VERIFIED"
        },
        "publisher": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:deke:publisher"
          ],
          "status": "VERIFIED"
        },
        "review": {
          "origin": "EDITORIAL_JUDGMENT",
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          "evidence_ids": [
            "review:deke:source:publisher",
            "review:deke:source:bytes",
            "review:deke:source:scattered",
            "review:deke:source:gatherer"
          ]
        },
        "pairing": {
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            "review:deke:discovery:pairing"
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          "status": "VERIFIED"
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        "romance_role": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:deke:discovery:romance_role"
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          "status": "VERIFIED"
        },
        "cover": {
          "origin": "EXTERNAL_SOURCE",
          "status": "VERIFIED",
          "evidence_ids": [
            "cover:deke:authentic"
          ]
        },
        "unmapped_trope_candidates": {
          "origin": "EIKNA_ROMANCE_RESEARCHED",
          "status": "LOCAL_CURATION_CANONICAL_MAPPING_PENDING",
          "evidence_ids": [
            "local-trope:deke:fake-dating:8b7d6ca8ad"
          ]
        }
      },
      "eikna": {
        "eikna_book_id": null,
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        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:deke",
      "title": "Deke",
      "authors": [
        {
          "display_name": "Eden Finley",
          "role": "AUTHOR",
          "source": "https://edenfinley.com/fake-boyfriend-series/"
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      ],
      "isbn_13": null,
      "asin": null,
      "language": "en",
      "edition_type": "unknown",
      "publication_date": null,
      "publisher": "Eden Finley",
      "source_url": "https://eiknaromance.com/reviews/deke/",
      "description_source": "https://edenfinley.com/fake-boyfriend-series/",
      "editorial_summary": "Hockey player Ollie wants his family to stop pressing him about his private life. A stranger volunteers to act as his boyfriend at dinner, but Ollie later learns that Lennon is a sports journalist. <a href=\"#source-publisher\">Eden Finley</a>",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
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        "status": "PENDING_LIVE_SCHEMA",
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          "writing": 3.5,
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          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Try it for a M/M fake date that becomes a hockey-and-journalism trust story; expect career secrecy and a concern about uneven emotional care.",
        "strengths": [
          "An opening ruse with later trust stakes",
          "A protective partner needs care too",
          "Humor supports a quick connection",
          "Tenderness with unequal focus"
        ],
        "cautions": [
          "Inspected sources report pressure to come out, possible involuntary outing, family intrusion and professional conflict. <a href=\"#source-publisher\">Eden Finley</a> <a href=\"#source-bytes\">Love Bytes</a>"
        ],
        "recommended_for": [
          "Try it for a M/M fake date that becomes a hockey-and-journalism trust story; expect career secrecy and a concern about uneven emotional care."
        ],
        "not_for_readers_seeking": [
          "Try it for a M/M fake date that becomes a hockey-and-journalism trust story; expect career secrecy and a concern about uneven emotional care."
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          "https://bookshop.org/a/127942/9780645146653"
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      "reported_discovery_notes": [
        {
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          "source_url": "https://edenfinley.com/fake-boyfriend-series/",
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          "classification_status": "UNMAPPED_OBSERVATION"
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        "canonical_taxonomy_ids"
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      "readiness": {
        "ready": false,
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          "Identity evidence not verified",
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://edenfinley.com/fake-boyfriend-series/",
          "https://edenfinley.com/shop/deke-fake-boyfriend-series-book-3-illustrated-soft-cover-3/"
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      "edition_records": [
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          "checked_at": "2026-10-06"
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      ],
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
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          "content_warnings"
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      },
      "content_hash": "23f05e96b4d30575501fa9681769580a33a49df2f021be7763d9123a46715d08"
    },
    {
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      "cover": {
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        "source_url": "https://books.apple.com/us/book/the-american-roommate-experiment/id1604646249",
        "source_name": "Published English edition cover from inspected source",
        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
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      "availability_checked_at": null,
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      "romance_scope_evidence": [
        {
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      "subgenres": [
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          "confidence": null,
          "evidence": [
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        }
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      "tropes": [],
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        {
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          "evidence": [
            "local-trope:the-american-roommate-experiment:forced-proximity:da4babb386"
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          "status": "VERIFIED",
          "notes": "Damaged housing and career uncertainty appear in the premise. <a href=\"#source-publisher\">Atria Books</a> Harlequin Junkie also describes a life-changing accident. These notes are selective. <a href=\"#source-hj\">Harlequin Junkie</a>"
        }
      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:the-american-roommate-experiment:discovery:pairing",
          "source_url": "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773",
          "status": "VERIFIED"
        }
      ],
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      "ending_evidence": [],
      "moods": [],
      "representation": [],
      "content_warnings": [],
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      "evidence": [
        {
          "id": "review:the-american-roommate-experiment:title",
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          "proposed_value": "The American Roommate Experiment",
          "source_url": "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:the-american-roommate-experiment:authors",
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          "proposed_value": [
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              "display_name": "Elena Armas",
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          ],
          "source_url": "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773"
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        },
        {
          "id": "review:the-american-roommate-experiment:isbn_13",
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          "proposed_value": "9781668002773",
          "source_url": "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773"
          ]
        },
        {
          "id": "review:the-american-roommate-experiment:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773"
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        },
        {
          "id": "review:the-american-roommate-experiment:publication_date",
          "field": "publication_date",
          "proposed_value": "2022-09-06",
          "source_url": "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.simonandschuster.com/books/The-American-Roommate-Experiment/Elena-Armas/The-Love-Deception-Series/9781668002773"
          ]
        },
        {
          "id": "review:the-american-roommate-experiment:publisher",
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        "verdict_summary": "A brief scientist-centered rescue romance with engaging prose, qualified by familiar characterization and criticism that attraction outruns emotional development.",
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          "Rescue dependence, limited emotional development",
          "Ambition is clearer than defensive motives",
          "Engaging prose within a familiar formula",
          "Danger does not settle credibility"
        ],
        "cautions": [
          "The premise includes injury, hazardous rescue and threatening Arctic weather. <a href=\"#source-publisher\">Berkley</a> Samantha finds the heroine’s repeated rejection difficult to understand. These are selected fit cautions. <a href=\"#source-samantha\">Smitten by Books</a>"
        ],
        "recommended_for": [
          "Best for readers who enjoy Hazelwood’s familiar STEM-romance rhythm and an urgent rescue; less suited to readers seeking extended cohabitation or substantial gradual character change."
        ],
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          "Best for readers who enjoy Hazelwood’s familiar STEM-romance rhythm and an urgent rescue; less suited to readers seeking extended cohabitation or substantial gradual character change."
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      "edition_records": [
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          "isbn13": "9780593437834",
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          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://books.apple.com/us/book/below-zero/id1596006176",
          "https://www.penguinrandomhouse.com/books/688520/below-zero-by-ali-hazelwood/"
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      "discovery_audit": {
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      "created_at": "2026-10-06",
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      "title": "Locked Box",
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        ],
        "recommended_for": [
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        ],
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        ],
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        },
        {
          "id": "review:uncharted:source:smitten",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
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          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
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            "image_url": "https://eiknaromance.com/images/book-covers/uncharted.webp",
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            "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
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          "evidence_summary": "Authentic English published cover identity matched against source metadata and visually inspected contact sheet; edition scope retained.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://books.apple.com/us/book/uncharted/id1529657695"
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        },
        {
          "id": "retailer:uncharted:bookshop-print",
          "field": "retailer_links",
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            "apple_books": null,
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              "https://bookshop.org/a/127942/9781492677536"
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          },
          "source_url": "https://bookshop.org/p/books/uncharted-adriana-anders/28a14f2054932a56?ean=9781492677536",
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          "source_type": "RETAILER",
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          "evidence_summary": "Inspected Bookshop US Uncharted by Adriana Anders; Product Details Paperback, EAN/UPC 9781492677536.",
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "local-trope:uncharted:forced-proximity:83bc28da8a",
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          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://www.adrianaanders.com/uncharted.html"
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        }
      ],
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      "kindle_unlimited": "UNKNOWN",
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        ],
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://thenovelapproachreviews.com/2020/09/15/review-honeytrap-by-aster-glenn-gray/",
          "source_name": "The Novel Approach Reviews / Lisa",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://thenovelapproachreviews.com/2020/09/15/review-honeytrap-by-aster-glenn-gray/"
          ]
        },
        {
          "id": "review:honeytrap:source:erin",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://smutreport.com/2022/04/27/review-honeytrap-by-aster-glenn-gray-2020/",
          "source_name": "The Smut Report / Erin",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://smutreport.com/2022/04/27/review-honeytrap-by-aster-glenn-gray-2020/"
          ]
        },
        {
          "id": "review:honeytrap:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/M",
          "source_url": "https://www.abebooks.com/9798233899836/Honeytrap-Gray-Aster-Glenn/plp",
          "source_name": "Aster Glenn Gray / syndicated publisher description at AbeBooks",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Syndicated publisher premise identifies male Soviet and FBI agents Gennady and Daniel as the central romantic couple.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.abebooks.com/9798233899836/Honeytrap-Gray-Aster-Glenn/plp"
          ]
        },
        {
          "id": "review:honeytrap:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.abebooks.com/9798233899836/Honeytrap-Gray-Aster-Glenn/plp",
          "source_name": "Aster Glenn Gray / syndicated publisher description at AbeBooks",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Syndicated publisher description explicitly identifies Daniel and Gennady falling in love and asks whether that love can survive their countries’ enmity.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.abebooks.com/9798233899836/Honeytrap-Gray-Aster-Glenn/plp"
          ]
        },
        {
          "id": "cover:honeytrap:authentic",
          "field": "cover",
          "proposed_value": {
            "image_url": "https://eiknaromance.com/images/book-covers/honeytrap.webp",
            "source_url": "https://asterglenngray.wordpress.com/2021/01/18/honeytrap/",
            "source_name": "Published English edition cover from inspected source",
            "isbn_or_edition_match": "ebook cover (English, official author); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
          "source_url": "https://asterglenngray.wordpress.com/2021/01/18/honeytrap/",
          "source_name": "Published English edition cover from inspected source",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Authentic English published cover identity matched against source metadata and visually inspected contact sheet; edition scope retained.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://asterglenngray.wordpress.com/2021/01/18/honeytrap/"
          ]
        },
        {
          "id": "local-trope:honeytrap:forced-proximity:280c00f2c6",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Forced Proximity",
          "source_url": "https://smutreport.com/2022/04/27/review-honeytrap-by-aster-glenn-gray-2020/",
          "source_name": "The Smut Report / Erin",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Daniel and Gennady’s months-long assigned road investigation keeps them together while their governments demand information about each other.",
          "confidence": "Qualified",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": []
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/M",
      "heat_level": "UNKNOWN",
      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
        "title": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "review:honeytrap:title"
          ]
        },
        "authors": {
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          "evidence_ids": [
            "review:honeytrap:authors"
          ]
        },
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          "evidence_ids": [
            "review:honeytrap:discovery:pairing"
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        },
        "romance_role": {
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          "evidence_ids": [
            "review:honeytrap:discovery:romance_role"
          ]
        },
        "genre": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "tropes": {
          "status": "REPORTED",
          "assessed_at": "2026-10-07",
          "evidence_ids": [
            "local-trope:honeytrap:forced-proximity:280c00f2c6"
          ]
        },
        "heat_level": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "ending": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "cover": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-06",
          "evidence_ids": [
            "cover:honeytrap:authentic"
          ]
        }
      },
      "field_provenance": {
        "title": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:honeytrap:title"
          ],
          "status": "VERIFIED"
        },
        "authors": {
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          "evidence_ids": [
            "review:honeytrap:authors"
          ],
          "status": "VERIFIED"
        },
        "review": {
          "origin": "EDITORIAL_JUDGMENT",
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          "evidence_ids": [
            "review:honeytrap:source:publisher",
            "review:honeytrap:source:dearauthor",
            "review:honeytrap:source:lisa",
            "review:honeytrap:source:erin"
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        },
        "pairing": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:honeytrap:discovery:pairing"
          ],
          "status": "VERIFIED"
        },
        "romance_role": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
            "review:honeytrap:discovery:romance_role"
          ],
          "status": "VERIFIED"
        },
        "cover": {
          "origin": "EXTERNAL_SOURCE",
          "status": "VERIFIED",
          "evidence_ids": [
            "cover:honeytrap:authentic"
          ]
        },
        "unmapped_trope_candidates": {
          "origin": "EIKNA_ROMANCE_RESEARCHED",
          "status": "LOCAL_CURATION_CANONICAL_MAPPING_PENDING",
          "evidence_ids": [
            "local-trope:honeytrap:forced-proximity:280c00f2c6"
          ]
        }
      },
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:honeytrap",
      "title": "Honeytrap",
      "authors": [
        {
          "display_name": "Aster Glenn Gray",
          "role": "AUTHOR",
          "source": "https://www.abebooks.com/9798233899836/Honeytrap-Gray-Aster-Glenn/plp"
        }
      ],
      "isbn_13": null,
      "asin": null,
      "language": "en",
      "edition_type": "unknown",
      "publication_date": null,
      "publisher": null,
      "source_url": "https://eiknaromance.com/reviews/honeytrap/",
      "description_source": "https://www.abebooks.com/9798233899836/Honeytrap-Gray-Aster-Glenn/plp",
      "editorial_summary": "Soviet agent Gennady Matskevich is assigned to work with FBI agent Daniel Hawthorne, with a secret order to seduce him for blackmail. Instead, the two men develop genuine affection. <a href=\"#source-publisher\">Publisher</a>",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
      "contract_version": "1.0",
      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
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      },
      "review": {
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        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
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          "writing": 4,
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          "ending_satisfaction": null,
          "reread_appeal": null
        },
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        "strengths": [
          "Slow friendship becomes lasting attachment",
          "Romantics with complicated loyalties",
          "Specific atmosphere, deliberately slow movement",
          "Tenderness must withstand lost years"
        ],
        "cautions": [
          "The publisher-supplied warning lists sexual harassment and assault by a secondary character, historical homophobia, referenced suicide and complicated polyamory. Do not assume a fixed monogamous arrangement; these notes are not exhaustive. <a href=\"#source-publisher\">Publisher</a>"
        ],
        "recommended_for": [
          "For readers who want a slow M/M historical relationship with cultural exchange, hard separations and complicated family connections."
        ],
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        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
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          "source_url": "https://smutreport.com/2022/04/27/review-honeytrap-by-aster-glenn-gray-2020/",
          "source_name": "The Smut Report / Erin",
          "checked_at": "2026-10-06",
          "evidence_summary": "Daniel and Gennady’s months-long assigned road investigation keeps them together while their governments demand information about each other.",
          "mapping_note": "Local candidate term; no EIKNA taxonomy ID assigned.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
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        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Identity evidence not verified",
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://asterglenngray.wordpress.com/2021/01/18/honeytrap/",
          "https://www.abebooks.com/9798233899836/Honeytrap-Gray-Aster-Glenn/plp"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
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          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "content_hash": "5e3f34e2da4397e18f78f04dbcb09987680cb960f43bc0ea083cc91626dd8122"
    },
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      "description_is_publisher_copy": null,
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      "pairing_confidence": null,
      "heat_score": null,
      "ending_confidence": null,
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      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/make-the-season-bright.webp",
        "source_url": "https://books.apple.com/us/book/make-the-season-bright/id6476896329",
        "source_name": "Published English edition cover from inspected source",
        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
        "confidence": "High"
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      "reviewed_by": null,
      "romance_scope_evidence": [
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          "status": "VERIFIED",
          "notes": "The primary premise includes abandonment at the altar and an inattentive parent; Selena reports sustained anger and misunderstanding. <a href=\"#source-publisher\">Ashley Herring Blake</a> <a href=\"#source-selena\">Antigoni Selena</a>"
        }
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      "pairing_evidence": [
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          "source_url": "https://www.ashleyherringblake.com/make-the-season-bright",
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      "moods": [],
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      "content_warnings": [],
      "conflicts": [],
      "evidence": [
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          "source_url": "https://www.ashleyherringblake.com/make-the-season-bright",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          ]
        },
        {
          "id": "review:make-the-season-bright:authors",
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              "role": "AUTHOR",
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            }
          ],
          "source_url": "https://www.ashleyherringblake.com/make-the-season-bright",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:make-the-season-bright:source:publisher",
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          "source_name": "Ashley Herring Blake",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "lineage_origins": [
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:make-the-season-bright:source:pw",
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "Publishers Weekly",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:make-the-season-bright:source:utopia",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://utopia-state-of-mind.com/review-make-the-season-bright-by-ashley-herring-blake/",
          "source_name": "Utopia State of Mind",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:make-the-season-bright:source:selena",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "Antigoni Selena",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.antigoniselena.com/bookreview/make-the-season-bright"
          ]
        },
        {
          "id": "review:make-the-season-bright:discovery:pairing",
          "field": "pairing",
          "proposed_value": "F/F",
          "source_url": "https://www.ashleyherringblake.com/make-the-season-bright",
          "source_name": "Ashley Herring Blake",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Primary premise identifies the central romantic pairing.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.ashleyherringblake.com/make-the-season-bright"
          ]
        },
        {
          "id": "review:make-the-season-bright:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.ashleyherringblake.com/make-the-season-bright",
          "source_name": "Ashley Herring Blake",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "The courtship is the explicit central story.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "cover:make-the-season-bright:authentic",
          "field": "cover",
          "proposed_value": {
            "image_url": "https://eiknaromance.com/images/book-covers/make-the-season-bright.webp",
            "source_url": "https://books.apple.com/us/book/make-the-season-bright/id6476896329",
            "source_name": "Published English edition cover from inspected source",
            "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
          },
          "source_url": "https://books.apple.com/us/book/make-the-season-bright/id6476896329",
          "source_name": "Published English edition cover from inspected source",
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        },
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          "evidence_summary": "Primary premise identifies the central romantic pairing.",
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          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-snowball-effect:discovery:romance_role",
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          "proposed_value": "PRIMARY",
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          "source_name": "Haley Cass",
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          "evidence_summary": "The courtship is the explicit central story.",
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          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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        },
        {
          "id": "cover:the-snowball-effect:authentic",
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            "image_url": "https://eiknaromance.com/images/book-covers/the-snowball-effect.webp",
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            "isbn_or_edition_match": "print/ebook cover (English, official author); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
            "confidence": "High"
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          "source_url": "https://www.authorhaleycass.com/books/the-snowball-effect",
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          "source_type": "AUTHOR",
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        {
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      ],
      "romance_role": "PRIMARY",
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      "sexual_content": "UNKNOWN",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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        "tropes": {
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        "cover": {
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        "unmapped_trope_candidates": {
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          "evidence_ids": [
            "local-trope:the-snowball-effect:forced-proximity:627336b3e7"
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        }
      },
      "eikna": {
        "eikna_book_id": null,
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        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:the-snowball-effect",
      "title": "The Snowball Effect",
      "authors": [
        {
          "display_name": "Haley Cass",
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          "source": "https://www.authorhaleycass.com/books"
        }
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      "isbn_13": null,
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      "language": "en",
      "edition_type": "unknown",
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      "publisher": null,
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      "description_source": "https://www.authorhaleycass.com/books",
      "editorial_summary": "Emma can tolerate a difficult roommate for affordable rent. Regan is determined to make their shared home work, even though her attempts to win Emma over keep going wrong. <a href=\"#source-publisher\">Haley Cass</a>",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
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      "review": {
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        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
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          "characters": 4.5,
          "writing": 3.5,
          "emotional_impact": 4.5,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
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          "Interiority makes irritation legible",
          "Plain prose can still absorb",
          "Attachment outweighs some contrivance"
        ],
        "cautions": [
          "Jamie Rose reports hurt from family and a former girlfriend; the primary premise includes an estranged mother returning. <a href=\"#source-lesbrary\">Lesbrary</a> <a href=\"#source-publisher\">Haley Cass</a>"
        ],
        "recommended_for": [
          "Best for readers who enjoy spending substantial time inside two women’s emotional lives before intimacy arrives. Avoid if manuscript length, repetitious prose or imperfect practical realism interrupt immersion."
        ],
        "not_for_readers_seeking": [
          "Best for readers who enjoy spending substantial time inside two women’s emotional lives before intimacy arrives. Avoid if manuscript length, repetitious prose or imperfect practical realism interrupt immersion."
        ],
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        "status": "UNKNOWN"
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        "apple_books": null,
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      "edition_records": [
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        {
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        {
          "field": "heat",
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          "source_name": "Haley Cass",
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          "evidence_summary": "No numeric heat assigned; descriptive reading notes do not establish a reproducible intensity scale.",
          "mapping_note": "No taxonomy ID assigned.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        },
        {
          "field": "sexual_content",
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          "source_url": "https://lesbrary.com/the-snowball-effect-by-haley-cass/",
          "source_name": "Lesbrary / Jamie Rose",
          "checked_at": "2026-10-06",
          "evidence_summary": "Jamie Rose explicitly reports sex scenes late in the novel.",
          "mapping_note": "No taxonomy ID assigned.",
          "origin": "EXTERNAL_SOURCE",
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        }
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        "canonical_taxonomy_ids"
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      "readiness": {
        "ready": false,
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          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
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      "cover": {
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        "source_name": "Published English edition cover from inspected source",
        "isbn_or_edition_match": "ebook (English, Apple Books); work matched by English title and author. Artwork is not asserted to match a different selected edition ISBN.",
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          "status": "VERIFIED",
          "notes": "PW reports retrospective recognition of emotional abuse; Morgan identifies bereavement and concern about a grandfather’s memory. <a href=\"#source-pw\">Publishers Weekly</a> <a href=\"#source-lou\">Lou Morgan</a>"
        }
      ],
      "pairing_evidence": [
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          "source_url": "https://www.penguinrandomhouse.com/books/737073/the-christmas-swap-by-talia-samuels/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-06",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
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          "notes": "Ryland reports anxiety and OCD; Lisa reports depression, panic, professional exclusion and pressure to appear normal. <a href=\"#source-jen\">Jen Ryland Reviews</a> <a href=\"#source-lisa\">The Novel Approach</a>"
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        "source_url": "https://www.penguinrandomhouse.com/books/704944/happy-place-by-emily-henry/9780593441206/",
        "source_name": "Inspected authentic published cover",
        "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
        "confidence": "High",
        "rights_status": "Published artwork; no independent redistribution licence claimed"
      },
      "availability_checked_at": null,
      "reviewed_at": null,
      "reviewed_by": null,
      "romance_scope_evidence": [
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        {
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          "eikna_subgenre_id": null,
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        }
      ],
      "tropes": [],
      "unmapped_trope_candidates": [
        {
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          "notes": "Consult the review’s selective content notes and craft limitations."
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      "pairing_evidence": [
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      "evidence": [
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          "source_name": "Penguin Random House",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "source_url": "https://harlequinjunkie.com/review-happy-place-by-emily-henry/",
          "source_name": "Harlequin Junkie / Michele",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "source_name": "Bookshop US product details",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "evidence_summary": "The inspected reviewer explicitly reports HEA; ending satisfaction remains unscored.",
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          "independence_checked": true,
          "lineage_origins": [
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        },
        {
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          "lineage_origins": [
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        },
        {
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          "source_url": "https://penguinrandomhouselibrary.com/book/?isbn=9780593675120",
          "source_name": "Penguin Random House",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Their renewed romantic commitment organizes the primary premise.",
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          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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            "source_name": "Inspected authentic published cover",
            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
            "confidence": "High",
            "rights_status": "Published artwork; no independent redistribution licence claimed"
          },
          "source_url": "https://www.penguinrandomhouse.com/books/704944/happy-place-by-emily-henry/9780593441206/",
          "source_name": "Authentic published cover identity",
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          "evidence_summary": "Visually inspected title and author on English published cover; no generated imagery.",
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        {
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          "source_url": "https://bookshop.org/p/books/happy-place-emily-henry/a3f04cca363ff4ec?ean=9780593441275",
          "source_name": "Bookshop US product details",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Inspected Bookshop US Happy Place by Emily Henry; Product Details Hardcover, EAN/UPC 9780593441275.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/happy-place-emily-henry/a3f04cca363ff4ec?ean=9780593441275"
          ]
        },
        {
          "id": "local-trope:happy-place:second-chance:81d00472ad",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Second Chance",
          "source_url": "https://penguinrandomhouselibrary.com/book/?isbn=9780593675120",
          "source_name": "Penguin Random House",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Harriet and Wyn dated from college, broke up five months earlier, and conceal it on a Maine holiday while reconsidering their connection.",
          "confidence": "High",
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        },
        {
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          "field": "ending",
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          "source_url": "https://www.thecrimson.com/article/2023/5/2/happy-place-emily-henry-book-review/",
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          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The critic explicitly identifies an HEA.",
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          "lineage_origins": [
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          "independent_root_ids": [],
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        },
        {
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          "source_url": "https://www.thecrimson.com/article/2023/5/2/happy-place-emily-henry-book-review/",
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          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The critic describes shared-world standalone novels; EHCU is explicitly informal, not a verified numbered publishing series.",
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          "retrieved_at_precision": "date",
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          "independent_root_ids": [],
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        {
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            }
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          "source_url": "https://www.penguinrandomhouse.com/books/704944/happy-place-by-emily-henry/",
          "source_name": "Penguin Random House — Happy Place",
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          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Penguin Random House's title page explicitly lists Contemporary Romance under Related Genres.",
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          "public_source_anchor": "contemporary-second-chance-source"
        },
        {
          "id": "contemporary-second-chance:61031e4691285be5ffc1",
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          "proposed_value": [
            {
              "route": "/romance-tropes/second-chance/contemporary/",
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          "source_url": "https://www.penguinrandomhouse.com/books/704944/happy-place-by-emily-henry/",
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          "retrieved_at_precision": "date",
          "evidence_summary": "Harriet and Wyn were a couple from college until breaking up five months earlier. They conceal the split on their friend group's annual Maine vacation, share a bedroom and pretend to remain together despite unresolved attraction.",
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          "public_source_anchor": "contemporary-second-chance-contact-source"
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      ],
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      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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          "evidence_ids": [
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        },
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        "moods": {
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        "slow_burn": {
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        "relationship_tension": {
          "origin": "EIKNA_ROMANCE_RESEARCHED",
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        "emotional_intensity": {
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        "angst": {
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        "humor": {
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        "darkness": {
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        "tear_rating": {
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        "representation": {
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        "cover": {
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        "retailer_links": {
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          "status": "SYSTEM_RECORDED"
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        "kindle_unlimited": {
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            "review:seven-days-in-june:source:print-edition"
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        "created_at": {
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        "eikna": {
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          "status": "SYSTEM_RECORDED"
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          "status": "SYSTEM_RECORDED"
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        "edition_records": {
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        "mapping": {
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        "unreviewed_candidates": {
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        "collection_memberships": {
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            "contemporary-second-chance:6e80480c2ef9340b7d54"
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          "checked_at": "2026-10-07",
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          "identity_status": "VERIFIED_PRODUCT_IDENTITY",
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      ],
      "migration": {
        "source": "content/books.json legacy metadata",
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        "verification_performed": false
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        "canonical_taxonomy_ids_available": false
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      "unreviewed_candidates": {
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        "setting": null,
        "reader_fit": "Creative lives with parenthood, history and a renewed relationship."
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      "readiness": {
        "ready": false,
        "blockers": [
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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          "https://www.hachettebookgroup.com/titles/tia-williams/seven-days-in-june/9781538719091/",
          "www.hachettebookgroup.com/titles/tia-williams-2/seven-days-in-june/9781538719107/"
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      "reported_discovery_notes": [
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          "evidence_summary": "Eva and Shane loved each other for one teenage week. Fifteen years after heartbreak, a literary event brings them together to reconsider love.",
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          "classification_status": "UNMAPPED_OBSERVATION"
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            "evidence_ids": [],
            "public_note": ""
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        },
        "limits": [
          "Numeric and controlled heat remain UNKNOWN; no scene count or calibrated heat assessment.",
          "Inspected publisher page does not explicitly identify series membership or standalone prerequisites.",
          "Hachette reproduces Huffington Post saying \"had a happy ending\"; HEA versus HFN is not specified.",
          "Inspected Kirkus, PW and StoryGraph reviews do not explicitly resolve HEA/HFN."
        ],
        "heat_scope": "No calibrated numeric or controlled heat classification established."
      },
      "collection_memberships": [
        {
          "route": "/romance-tropes/second-chance/contemporary/",
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          "subgenre_status": "VERIFIED",
          "repair_mechanism": "Eva and Shane spent a week madly in love as teenagers fifteen years earlier. Meeting again at a literary event prompts a seven-day reconnection, while Eva seeks answers from the man who broke her heart.",
          "repair_status": "VERIFIED",
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    {
      "title": "Before I Let Go",
      "authors": [
        {
          "display_name": "Kennedy Ryan",
          "role": "AUTHOR",
          "source": "https://kennedyryanwrites.com/before-i-let-go-2/"
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      ],
      "isbn_13": "9781538706794",
      "isbn_10": null,
      "asin": null,
      "language": "en",
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      "publisher": "Forever",
      "series": {
        "name": "Skyland",
        "number": 1,
        "status": "REPORTED",
        "reading_type": "UNKNOWN"
      },
      "source_url": "https://eiknaromance.com/reviews/before-i-let-go/",
      "romance_role": "PRIMARY",
      "romance_scope_evidence": [
        {
          "evidence_id": "review:before-i-let-go:discovery:romance_role",
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          "status": "VERIFIED"
        }
      ],
      "description": null,
      "description_source": "https://kennedyryanwrites.com/before-i-let-go-2/",
      "description_is_publisher_copy": null,
      "editorial_summary": "Yasmen and Josiah share children and a business after their marriage ends. <a href=\"#source-publisher\">Kennedy Ryan</a>",
      "genre": null,
      "subgenres": [
        {
          "canonical_name": "Contemporary",
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          "confidence": null,
          "evidence": [
            "contemporary-second-chance:584f0efbacc2c9f5f60f"
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        }
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      "primary_trope": null,
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        {
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          "evidence": [
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          ],
          "status": "VERIFIED",
          "notes": "Consult the review’s selective content notes and craft limitations."
        }
      ],
      "pairing": "M/F",
      "pairing_confidence": null,
      "pairing_evidence": [
        {
          "evidence_id": "review:before-i-let-go:discovery:pairing",
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          "status": "VERIFIED"
        }
      ],
      "heat_level": "UNKNOWN",
      "heat_score": null,
      "sexual_content": "YES",
      "heat_evidence": [],
      "ending": "UNKNOWN",
      "ending_confidence": null,
      "ending_evidence": [],
      "moods": [],
      "pacing": "unknown",
      "slow_burn": null,
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      "emotional_intensity": null,
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      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "representation": [],
      "content_warnings": [],
      "content_warnings_assessed": false,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/before-i-let-go.webp",
        "source_url": "https://www.hachettebookgroup.com/titles/kennedy-ryan/before-i-let-go/9781538706794/",
        "source_name": "Inspected authentic published cover",
        "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
        "confidence": "High",
        "rights_status": "Published artwork; no independent redistribution licence claimed"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=Before+I+Let+Go+Kennedy+Ryan&tag=eiknaromance-20",
        "apple_books": null,
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        "publisher": null,
        "other": [
          {
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            "status": "VERIFIED_PRODUCT_IDENTITY"
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        ]
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      "kindle_unlimited": "UNKNOWN",
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      "review": {
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        "method": "researched_editorial_assessment",
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          "characters": 4.5,
          "writing": 4,
          "emotional_impact": 4.5,
          "heat": null,
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          "reread_appeal": null
        },
        "verdict_summary": "A substantial recommendation for grief, parenting and the labor of becoming partners again. Expect family life to occupy as much attention as the romantic reunion.",
        "strengths": [
          "Reunion is inseparable from the family",
          "Healing changes how they act",
          "Rich history, broad dramatic scope",
          "Loss is balanced by ordinary support"
        ],
        "cautions": [
          "Michele explicitly identifies stillbirth, depression and suicidal thoughts without attempts. These are selective notes. <a href=\"#source-hj\">Harlequin Junkie / Michele</a>"
        ],
        "recommended_for": [
          "For readers who want separation understood through loss and mental health rather than a single misunderstanding."
        ],
        "not_for_readers_seeking": [
          "Avoid it when pregnancy loss, severe depression or an emotionally heavy family story is outside your current reading boundaries."
        ],
        "reviewed_by": "Eikna Editorial Team",
        "assessment_limit": "Researched editorial assessment, not firsthand reading; provisional scores cover 85% of the quality weight.",
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "created_at": null,
      "updated_at": "2026-10-07",
      "reviewed_at": null,
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      "record_version": 6,
      "source_record_id": "eikna-romance:before-i-let-go",
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        "canonical_taxonomy_ids"
      ],
      "eikna": {
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          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
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          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
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          "source_url": "https://www.hachettebookgroup.com/titles/kennedy-ryan/before-i-let-go/9781538740248/",
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          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and credited author inspected in the linked author, publisher or attributed trade source.",
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          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          ],
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        },
        {
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          "field": "editorial_summary",
          "proposed_value": "Divorced Yasmen and Josiah co-parent and run a business while reconsidering their relationship.",
          "source_url": "https://www.hachettebookgroup.com/titles/kennedy-ryan/before-i-let-go/9781538740248/",
          "source_name": "Publisher",
          "source_type": "EDITORIAL",
          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Original researched summary based on the cited premise.",
          "confidence": null,
          "origin": "EDITORIAL_JUDGMENT",
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          "lineage_origins": [
            "EDITORIAL_JUDGMENT"
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          "independent_root_ids": []
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        {
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          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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              "display_name": "Kennedy Ryan",
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          ],
          "source_url": "https://kennedyryanwrites.com/before-i-let-go-2/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          "source_url": "https://www.hachette.co.uk/titles/erin-sterling/the-ex-hex/9781472290281/",
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          "evidence_summary": "Vivi cursed Rhys after their breakup nine years earlier. His return activates disaster, requiring cooperation and reconsideration of their former relationship.",
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      ],
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          "evidence_summary": "Primary premise explicitly identifies the woman and man or two women forming the central romantic relationship.",
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          "evidence_summary": "Rebuilding this named relationship supplies the central narrative question.",
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          "independent_root_ids": [
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          "source_url": "https://www.penguinrandomhouse.com/books/673756/once-more-with-feeling-by-elissa-sussman/9780593357378/",
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            "source": "https://bookshop.org/p/books/once-more-with-feeling-a-novel-elissa-sussman/21728bac05843ce6?ean=9780593357378",
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          "source_name": "Dell",
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          "evidence_summary": "Kathleen and Cal shared an affair that destroyed their careers. Years without contact end when he directs the Broadway show she joins.",
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        },
        {
          "id": "factual25:4053cca8be737b34ba0c",
          "field": "sexual_content",
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          "source_url": "https://thebookdutchesses.com/2023/09/14/review-once-more-with-feeling-elissa-sussman/",
          "source_name": "The Book Dutchesses",
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          "evidence_summary": "Reviewer explicitly describes Kathleen sleeping with Cal.",
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          "id": "factual25:92d464a623636edc8623",
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          "source_url": "https://thebookdutchesses.com/2023/09/14/review-once-more-with-feeling-elissa-sussman/",
          "source_name": "The Book Dutchesses",
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          "evidence_summary": "Completed reviewer expressly says the story gives a happily ever after.",
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        {
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          "evidence_summary": "The title's Related Genres explicitly lists Contemporary Romance, alongside Women's Fiction.",
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          "public_source_anchor": "contemporary-second-chance-source"
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              "repair_mechanism": "Kathleen and Cal shared a past intimate encounter that disrupted their careers and her relationship with Ryan. After years without speaking, Cal offers her a starring role in his Broadway musical; rehearsals reunite them and reopen their old attraction.",
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        {
          "field": "tropes",
          "reported_value": "Second Chance",
          "source_url": "https://www.penguinrandomhouse.com/books/679136/will-they-or-wont-they-by-ava-wilder/",
          "source_name": "Dell",
          "checked_at": "2026-10-07",
          "evidence_summary": "Lilah and Shane’s secret first-season fling ended badly. Her return for their television show’s final season makes rebuilding their connection unavoidable.",
          "mapping_note": "Local candidate term; no canonical taxonomy supplied.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "genre assessment pending",
          "tropes needs verification or an explicit assessed UNKNOWN",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://bookshop.org/p/books/will-they-or-won-t-they-a-novel-ava-wilder/3907bbb2516d3e38?ean=9780593358979",
          "https://www.penguinrandomhouse.com/books/679136/will-they-or-wont-they-by-ava-wilder/"
        ]
      },
      "discovery_audit": {
        "checked_at": "2026-10-07",
        "scope": "Structured-record coverage and six priority trope evidence; not full-text reading",
        "local_trope_count": 1,
        "unassessed_fields": [
          "genre",
          "subgenres",
          "moods",
          "heat_score",
          "slow_burn",
          "series",
          "content_warnings"
        ]
      },
      "sexual_content_details": {
        "description": "Sexual hookups reported; explicitness and frequency unverified.",
        "checked_at": "2026-10-07",
        "status": "REPORTED"
      },
      "reading_facts": {
        "checked_at": "2026-10-07",
        "scope": "Targeted source inspection; no full first-hand reading or complete content inventory claimed.",
        "series_components": {
          "name": {
            "value": null,
            "status": "ASSESSED_UNKNOWN",
            "evidence_ids": [],
            "public_note": ""
          },
          "number": {
            "value": null,
            "status": "ASSESSED_UNKNOWN",
            "evidence_ids": [],
            "public_note": ""
          },
          "reading_type": {
            "value": "UNKNOWN",
            "status": "ASSESSED_UNKNOWN",
            "evidence_ids": [],
            "public_note": ""
          }
        },
        "limits": [
          "Numeric heat remains UNKNOWN; no controlled heat category inferred.",
          "No explicit standalone or prerequisite statement on inspected publisher page; absence of series field does not establish standalone.",
          "No explicit HEA/HFN outcome verified in inspected completed criticism; synopsis possibilities are not ending evidence."
        ],
        "heat_scope": "No calibrated numeric or controlled heat classification established."
      },
      "collection_memberships": [
        {
          "route": "/romance-tropes/second-chance/contemporary/",
          "subgenre": "Contemporary",
          "subgenre_status": "VERIFIED",
          "repair_mechanism": "Lilah and Shane's secret offscreen fling imploded after their show's first season. She later left the show; returning for its final season reunites them on set after years apart and forces renewed closeness.",
          "repair_status": "VERIFIED",
          "evidence_ids": [
            "contemporary-second-chance:bf5582fb2703c5b81515",
            "contemporary-second-chance:e38648049b04780ce5de"
          ],
          "checked_at": "2026-10-07"
        }
      ],
      "content_hash": "e93089316be914bf10e583a8a7b3bfab18e965dedbb4646ecd7b858ba12e0722"
    },
    {
      "subtitle": null,
      "isbn_10": null,
      "first_publication_year": null,
      "description": null,
      "description_is_publisher_copy": null,
      "genre": null,
      "primary_trope": null,
      "pairing_confidence": null,
      "heat_score": null,
      "ending_confidence": null,
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/once-ghosted-twice-shy.webp",
        "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
        "source_name": "Inspected authentic published cover",
        "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
        "confidence": "High",
        "rights_status": "Published artwork; no independent redistribution licence claimed"
      },
      "availability_checked_at": null,
      "reviewed_at": null,
      "reviewed_by": null,
      "romance_scope_evidence": [
        {
          "evidence_id": "review:once-ghosted-twice-shy:discovery:romance_role",
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "status": "VERIFIED"
        }
      ],
      "subgenres": [
        {
          "canonical_name": "Contemporary",
          "eikna_subgenre_id": null,
          "confidence": null,
          "evidence": [
            "contemporary-second-chance:7047371cf0cd247449a8"
          ]
        }
      ],
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "proposed_name": "Second Chance",
          "eikna_trope_id": null,
          "local_slug": "second-chance",
          "evidence": [
            "local-trope:once-ghosted-twice-shy:second-chance:2ea6c6796e"
          ],
          "status": "VERIFIED",
          "notes": "Selective content notes; missing information is not absence."
        }
      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:once-ghosted-twice-shy:discovery:pairing",
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "status": "VERIFIED"
        }
      ],
      "heat_evidence": [],
      "ending_evidence": [],
      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
          "id": "review:once-ghosted-twice-shy:title",
          "field": "title",
          "proposed_value": "Once Ghosted, Twice Shy",
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Alyssa Cole",
              "role": "AUTHOR",
              "source": "https://alyssacole.com/books/once-ghosted-twice-shy/"
            }
          ],
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9780062931870",
          "source_url": "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:publication_date",
          "field": "publication_date",
          "proposed_value": "2019-02-19",
          "source_url": "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:publisher",
          "field": "publisher",
          "proposed_value": "Avon Impulse",
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Alyssa Cole",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:source:aar",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://allaboutromance.com/book-review/once-ghosted-twice-shy-by-alyssa-cole/",
          "source_name": "All About Romance / Lisa Fernandes",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://allaboutromance.com/book-review/once-ghosted-twice-shy-by-alyssa-cole/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:source:gbu",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://goodbadandunread.com/2019/03/24/review-once-ghosted-twice-shy-by-alyssa-cole/",
          "source_name": "The Good, The Bad and The Unread / Stevie",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://goodbadandunread.com/2019/03/24/review-once-ghosted-twice-shy-by-alyssa-cole/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:source:edition",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870",
          "source_name": "Bookshop US",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:discovery:pairing",
          "field": "pairing",
          "proposed_value": "F/F",
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Alyssa Cole",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Primary premise explicitly identifies the woman and man or two women forming the central romantic relationship.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Alyssa Cole",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Rebuilding this named relationship supplies the central narrative question.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:authentic-cover",
          "field": "cover",
          "proposed_value": {
            "image_url": "https://eiknaromance.com/images/book-covers/once-ghosted-twice-shy.webp",
            "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
            "source_name": "Inspected authentic published cover",
            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
            "confidence": "High",
            "rights_status": "Published artwork; no independent redistribution licence claimed"
          },
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Authentic published cover identity",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Visually inspected title and author on English published cover; no generated imagery.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ]
        },
        {
          "id": "review:once-ghosted-twice-shy:checked-print",
          "field": "edition_records",
          "proposed_value": {
            "isbn13": "9780062931870",
            "format": "Paperback",
            "publisher": "Avon Impulse",
            "publication_date": null,
            "page_count": null,
            "source": "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870",
            "checked_at": "2026-10-07",
            "territory": "US",
            "identity_status": "VERIFIED_PRODUCT_IDENTITY",
            "stock_price_status": "UNKNOWN"
          },
          "source_url": "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870",
          "source_name": "Bookshop US product details",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Inspected Bookshop US Once Ghosted, Twice Shy by Alyssa Cole; Product Details Paperback, EAN/UPC 9780062931870.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/once-ghosted-twice-shy-a-reluctant-royals-novella-alyssa-cole/baabb9fede7ebfff?ean=9780062931870"
          ]
        },
        {
          "id": "local-trope:once-ghosted-twice-shy:second-chance:2ea6c6796e",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Second Chance",
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Alyssa Cole",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Likotsi’s dating-app romance with Fabiola ended in an unexplained dumping. Meeting again on a stalled subway leads to a day of explanation and renewed possibility.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ]
        },
        {
          "id": "factual25:4c3886fd1f414d42549e",
          "field": "series",
          "proposed_value": {
            "component": "name",
            "value": "Reluctant Royals"
          },
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
          "source_name": "Alyssa Cole",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Author labels this a Reluctant Royals novella without numeric position.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alyssacole.com/books/once-ghosted-twice-shy/"
          ],
          "public_source_anchor": "source-publisher"
        },
        {
          "id": "factual25:4ed2c3da439443b8f79b",
          "field": "series",
          "proposed_value": {
            "component": "name",
            "value": "Reluctant Royals"
          },
          "source_url": "https://allaboutromance.com/book-review/once-ghosted-twice-shy-by-alyssa-cole/",
          "source_name": "All About Romance / Lisa Fernandes",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer confirms no backreading is needed; earlier characters supply optional background.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [],
          "public_source_anchor": "source-aar"
        },
        {
          "id": "factual25:f77f05abafb49200c5d6",
          "field": "series",
          "proposed_value": {
            "component": "reading_type",
            "value": "INTERCONNECTED_STANDALONE"
          },
          "source_url": "https://allaboutromance.com/book-review/once-ghosted-twice-shy-by-alyssa-cole/",
          "source_name": "All About Romance / Lisa Fernandes",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer confirms no backreading is needed; earlier characters supply optional background.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [],
          "public_source_anchor": "source-aar"
        },
        {
          "id": "factual25:78d09c19217395cbf80a",
          "field": "series",
          "proposed_value": {
            "name": "Reluctant Royals",
            "number": null,
            "status": "REPORTED",
            "reading_type": "INTERCONNECTED_STANDALONE"
          },
          "source_url": "https://alyssacole.com/books/once-ghosted-twice-shy/",
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            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
            "confidence": "High",
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          },
          "source_url": "https://www.bellabooks.com/product/9781642473254/",
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        },
        {
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          "source_name": "Jude in the Stars / Jude",
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          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer explicitly discusses intimate scenes as a major part of the novel.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [],
          "public_source_anchor": "source-jude"
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "F/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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          "evidence_ids": [
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            "review:go-around:discovery:romance_role"
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        },
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          "assessed_at": null,
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        },
        "tropes": {
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          "assessed_at": "2026-10-07",
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          "assessed_at": "2026-10-07",
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          "evidence_ids": []
        },
        "ending": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "cover": {
          "status": "VERIFIED",
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            "review:go-around:authentic-cover"
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      "field_provenance": {
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            "review:go-around:publication_date"
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        },
        "publisher": {
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          "evidence_ids": [
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        },
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          "territory": "US",
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          "field": "tropes",
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        "status": "REPORTED"
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            "public_note": ""
          }
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        "limits": [
          "Numeric heat remains UNKNOWN; no controlled heat category inferred.",
          "No explicit standalone or prerequisite statement on inspected publisher page; absence of series field does not establish standalone.",
          "No explicit HEA/HFN outcome verified in inspected completed criticism; synopsis possibilities are not ending evidence."
        ],
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        {
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          "lineage_origins": [
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            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
            "confidence": "High",
            "rights_status": "Published artwork; no independent redistribution licence claimed"
          },
          "source_url": "https://www.alexandriabellefleur.com/count-your-lucky-stars",
          "source_name": "Authentic published cover identity",
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          "evidence_summary": "Visually inspected title and author on English published cover; no generated imagery.",
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          "evidence_summary": "Inspected Bookshop US Count Your Lucky Stars by Alexandria Bellefleur; Product Details Paperback, EAN/UPC 9780063000889.",
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        },
        {
          "id": "local-trope:count-your-lucky-stars:second-chance:db380dd032",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Second Chance",
          "source_url": "https://www.alexandriabellefleur.com/count-your-lucky-stars",
          "source_name": "Alexandria Bellefleur",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Margot’s relationship with first love Olivia ended disastrously. Their wedding-party reunion and Olivia’s need for a spare room reopen feelings after years apart.",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
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          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://funfandomblog.wordpress.com/2022/02/14/count-your-lucky-stars-arc-book-review/",
          "source_name": "A Blog of Books and Musicals / Audra Miller",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer explicitly discusses sex scenes after the protagonists reunite.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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          "independent_root_ids": [],
          "public_source_anchor": "source-audra"
        },
        {
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          "source_url": "https://www.alexandriabellefleur.com/bio",
          "source_name": "Alexandria Bellefleur",
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          "retrieved_at_precision": "date",
          "evidence_summary": "Author FAQ explicitly guarantees relationship happily ever afters for everyone in her books.",
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          "source_url": "https://www.alexandriabellefleur.com/bio",
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          "evidence_summary": "Author says these series books work independently, with spoilers for other couples.",
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          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/count-your-lucky-stars/",
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          "evidence_summary": "Kirkus identifies the third installment of interconnected romances.",
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          "source_url": "https://www.kirkusreviews.com/book-reviews/alexandria-bellefleur/count-your-lucky-stars/",
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        {
          "id": "contemporary-second-chance:d380e21cf21319f7208e",
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              "canonical_name": "Contemporary",
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        {
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              "factual25:9a480937cbd4514fc5cc"
            ],
            "public_note": "Reviewer describes a possible Wallflowers prequel; this is not authoritative series placement."
          },
          "number": {
            "value": null,
            "status": "ASSESSED_UNKNOWN",
            "evidence_ids": [],
            "public_note": ""
          },
          "reading_type": {
            "value": "INTERCONNECTED_STANDALONE",
            "status": "REPORTED",
            "evidence_ids": [
              "factual25:ca911a2fc5b5d613e0c3"
            ],
            "public_note": "The reviewer calls the novel standalone and a possible Wallflowers prequel through Marcus."
          }
        },
        "limits": [
          "Ending remains UNKNOWN: inspected completed criticism did not explicitly classify the outcome as HEA or HFN.",
          "No numerical heat or complete sexual scene inventory established.",
          "Primary Hachette page does not establish series placement or prerequisites; independent prequel numbering is not treated as authoritative."
        ],
        "heat_scope": "No calibrated numeric or controlled heat classification established."
      },
      "content_hash": "27aadf3e3b90eed7904faef659af62ac5795085e01f4c687dd9fedd14e23f0f3"
    },
    {
      "subtitle": null,
      "isbn_10": null,
      "first_publication_year": null,
      "description": null,
      "description_is_publisher_copy": null,
      "genre": null,
      "primary_trope": null,
      "pairing_confidence": null,
      "heat_score": null,
      "ending_confidence": null,
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "cover": {
        "image_url": "https://eiknaromance.com/images/book-covers/private-arrangements.webp",
        "source_url": "https://www.sherrythomas.com/private-arrangements.php",
        "source_name": "Inspected authentic published cover",
        "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
        "confidence": "High",
        "rights_status": "Published artwork; no independent redistribution licence claimed"
      },
      "availability_checked_at": null,
      "reviewed_at": null,
      "reviewed_by": null,
      "romance_scope_evidence": [
        {
          "evidence_id": "review:private-arrangements:discovery:romance_role",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "status": "VERIFIED"
        }
      ],
      "subgenres": [],
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "proposed_name": "Second Chance",
          "eikna_trope_id": null,
          "local_slug": "second-chance",
          "evidence": [
            "local-trope:private-arrangements:second-chance:2fda8e2ba8"
          ],
          "status": "VERIFIED",
          "notes": "The coercive bargain and unequal groveling deserve attention."
        }
      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:private-arrangements:discovery:pairing",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "status": "VERIFIED"
        }
      ],
      "heat_evidence": [],
      "ending_evidence": [],
      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [
        {
          "field": "series",
          "status": "UNRESOLVED",
          "values": [
            {
              "name": "The London Trilogy",
              "number": 2,
              "source_url": "https://www.sherrythomas.com/audiobooks.php"
            },
            {
              "name": "The London Trilogy",
              "number": 3,
              "source_url": "https://sherrythomas.com/printable-booklist.php"
            }
          ],
          "note": "Conflicting catalogue values withheld."
        }
      ],
      "evidence": [
        {
          "id": "review:private-arrangements:title",
          "field": "title",
          "proposed_value": "Private Arrangements",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Sherry Thomas",
              "role": "AUTHOR",
              "source": "https://www.sherrythomas.com/private-arrangements.php"
            }
          ],
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9780440244318",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:publication_date",
          "field": "publication_date",
          "proposed_value": "2008-03-25",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:publisher",
          "field": "publisher",
          "proposed_value": "Bantam",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Bantam",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:source:c1",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://allaboutromance.com/book-review/private-arrangements-sherry-thomas/",
          "source_name": "All About Romance / Sandy Coleman",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://allaboutromance.com/book-review/private-arrangements-sherry-thomas/"
          ]
        },
        {
          "id": "review:private-arrangements:source:c2",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://goodbadandunread.com/2008/03/24/review-private-arrangements-by-sherry-thomas/",
          "source_name": "The Good, The Bad and The Unread / Alicia",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://goodbadandunread.com/2008/03/24/review-private-arrangements-by-sherry-thomas/"
          ]
        },
        {
          "id": "review:private-arrangements:source:c3",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.publishersweekly.com/9780440244318",
          "source_name": "Publishers Weekly",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.publishersweekly.com/9780440244318"
          ]
        },
        {
          "id": "review:private-arrangements:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Bantam",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "The authoritative premise identifies a woman and man as the central romantic couple.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Bantam",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Their prior love and possible reconciliation organize the authoritative premise.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:authentic-cover",
          "field": "cover",
          "proposed_value": {
            "image_url": "https://eiknaromance.com/images/book-covers/private-arrangements.webp",
            "source_url": "https://www.sherrythomas.com/private-arrangements.php",
            "source_name": "Inspected authentic published cover",
            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
            "confidence": "High",
            "rights_status": "Published artwork; no independent redistribution licence claimed"
          },
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Authentic published cover identity",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Visually inspected title and author on English published cover; no generated imagery.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "review:private-arrangements:checked-print",
          "field": "edition_records",
          "proposed_value": {
            "isbn13": "9780440244318",
            "format": "Paperback",
            "publisher": "Bantam",
            "publication_date": null,
            "page_count": null,
            "source": "https://bookshop.org/p/books/private-arrangements-sherry-thomas/d75d3d10fb127813?ean=9780440244318",
            "checked_at": "2026-10-07",
            "territory": "US",
            "identity_status": "VERIFIED_PRODUCT_IDENTITY",
            "stock_price_status": "UNKNOWN"
          },
          "source_url": "https://bookshop.org/p/books/private-arrangements-sherry-thomas/d75d3d10fb127813?ean=9780440244318",
          "source_name": "Bookshop US product details",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Inspected Bookshop US Private Arrangements by Sherry Thomas; Product Details Paperback, EAN/UPC 9780440244318.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/private-arrangements-sherry-thomas/d75d3d10fb127813?ean=9780440244318"
          ]
        },
        {
          "id": "local-trope:private-arrangements:second-chance:2fda8e2ba8",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Second Chance",
          "source_url": "https://www.sherrythomas.com/private-arrangements.php",
          "source_name": "Bantam",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Gigi and Camden’s love ended in wedding betrayal. Her divorce request brings him back demanding an heir.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/private-arrangements.php"
          ]
        },
        {
          "id": "factual25:e9a16b601e450bbeb73c",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://allaboutromance.com/book-review/private-arrangements-sherry-thomas/",
          "source_name": "All About Romance / Sandy Coleman",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Coleman describes Camden consummating their marriage before departing the following morning.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [],
          "public_source_anchor": "source-c1"
        },
        {
          "id": "factual25:d329f6f93a8bd4179f53",
          "field": "series",
          "proposed_value": {
            "component": "name",
            "value": "The London Trilogy"
          },
          "source_url": "https://www.sherrythomas.com/audiobooks.php",
          "source_name": "Sherry Thomas audio catalogue",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The author audio catalogue lists Private Arrangements as London Trilogy book 2; readability is unstated.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/audiobooks.php"
          ],
          "public_source_anchor": "source-fact-f9a1e1071d"
        },
        {
          "id": "factual25:618c0a915102dd248fff",
          "field": "series",
          "proposed_value": {
            "component": "name",
            "value": "The London Trilogy"
          },
          "source_url": "https://sherrythomas.com/printable-booklist.php",
          "source_name": "Sherry Thomas printable booklist",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The printable author catalogue labels Private Arrangements London Trilogy book 3; conflicts are unresolved.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://sherrythomas.com/printable-booklist.php"
          ],
          "public_source_anchor": "source-fact-b7f5f28f11"
        },
        {
          "id": "factual25:3d7b96544a61a9bb5ae7",
          "field": "series",
          "proposed_value": {
            "component": "number",
            "value": 2
          },
          "source_url": "https://www.sherrythomas.com/audiobooks.php",
          "source_name": "Sherry Thomas audio catalogue",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The author audio catalogue lists Private Arrangements as London Trilogy book 2; readability is unstated.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/audiobooks.php"
          ],
          "public_source_anchor": "source-fact-f9a1e1071d"
        },
        {
          "id": "factual25:815a7b5b966ea9a57fb3",
          "field": "series",
          "proposed_value": {
            "component": "number",
            "value": 3
          },
          "source_url": "https://sherrythomas.com/printable-booklist.php",
          "source_name": "Sherry Thomas printable booklist",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The printable author catalogue labels Private Arrangements London Trilogy book 3; conflicts are unresolved.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://sherrythomas.com/printable-booklist.php"
          ],
          "public_source_anchor": "source-fact-b7f5f28f11"
        },
        {
          "id": "factual25:e20af9c8858001df837c",
          "field": "series",
          "proposed_value": {
            "name": "The London Trilogy",
            "number": null,
            "status": "CONFLICTING",
            "reading_type": "UNKNOWN"
          },
          "source_url": "https://www.sherrythomas.com/audiobooks.php",
          "source_name": "Sherry Thomas audio catalogue",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The author audio catalogue lists Private Arrangements as London Trilogy book 2; readability is unstated.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.sherrythomas.com/audiobooks.php"
          ],
          "public_source_anchor": "source-fact-f9a1e1071d"
        },
        {
          "id": "factual25:b8dd63aa9ed3a5804ede",
          "field": "series",
          "proposed_value": {
            "name": "The London Trilogy",
            "number": null,
            "status": "CONFLICTING",
            "reading_type": "UNKNOWN"
          },
          "source_url": "https://sherrythomas.com/printable-booklist.php",
          "source_name": "Sherry Thomas printable booklist",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The printable author catalogue labels Private Arrangements London Trilogy book 3; conflicts are unresolved.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://sherrythomas.com/printable-booklist.php"
          ],
          "public_source_anchor": "source-fact-b7f5f28f11"
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
        "title": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-07",
          "evidence_ids": [
            "review:private-arrangements:title"
          ]
        },
        "authors": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-07",
          "evidence_ids": [
            "review:private-arrangements:authors"
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        },
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        "recommended_for": [
          "Quiet regret with sharply divided pacing responses suits readers interested in reunion; weigh the specific limitation: Quiet courtship and densely connected families require a different reading rhythm from modern romance."
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/"
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        },
        {
          "id": "review:rend:edition_type",
          "field": "edition_type",
          "proposed_value": "ebook",
          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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            "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/"
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        },
        {
          "id": "review:rend:publisher",
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          "proposed_value": "Loveswept",
          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/"
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        },
        {
          "id": "review:rend:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
          "source_name": "Loveswept / Penguin Random House",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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        },
        {
          "id": "review:rend:source:aar",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://allaboutromance.com/book-review/rend-by-roan-parrish/",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:rend:source:tna",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://thenovelapproachreviews.com/2018/11/27/review-rend-by-roan-parrish/",
          "source_name": "The Novel Approach / Jules",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:rend:source:solace",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://sapphicsolace.wordpress.com/2018/10/05/earc-review-rend-by-roan-parrish/",
          "source_name": "Sapphic Solace / Natasha",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://sapphicsolace.wordpress.com/2018/10/05/earc-review-rend-by-roan-parrish/"
          ]
        },
        {
          "id": "review:rend:ending-reported",
          "field": "ending",
          "proposed_value": "HEA",
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          "source_name": "All About Romance / Em Wittmann",
          "source_type": "EDITORIAL",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "The inspected reviewer explicitly reports HEA; ending satisfaction remains unscored.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://allaboutromance.com/book-review/rend-by-roan-parrish/"
          ]
        },
        {
          "id": "review:rend:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/M",
          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
          "source_name": "Loveswept / Penguin Random House",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Primary description identifies the two central romantic leads.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/"
          ]
        },
        {
          "id": "review:rend:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
          "source_name": "Loveswept / Penguin Random House",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Renewing or sustaining their romantic bond structures the premise.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/"
          ]
        },
        {
          "id": "review:rend:authentic-cover",
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            "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
            "source_name": "Inspected authentic published cover",
            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
            "confidence": "High",
            "rights_status": "Published artwork; no independent redistribution licence claimed"
          },
          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
          "source_name": "Authentic published cover identity",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Visually inspected title and author on English published cover; no generated imagery.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/"
          ]
        },
        {
          "id": "local-trope:rend:second-chance:4c2d77d28a",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Second Chance",
          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
          "source_name": "Loveswept / Penguin Random House",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Matt and Rhys marry after a whirlwind courtship. Touring separates them, Matt’s past destabilizes their security, and Rhys returns to a marriage requiring new trust and disclosure.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
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          ]
        },
        {
          "id": "factual25:b67f641db7b1613810ae",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://allaboutromance.com/book-review/rend-by-roan-parrish/",
          "source_name": "All About Romance / Em Wittmann",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer describes a sexual invitation followed by the ensuing liaison.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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          ],
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        },
        {
          "id": "factual25:4fdd3d3a30820e8551d3",
          "field": "ending",
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          "source_url": "https://allaboutromance.com/book-review/rend-by-roan-parrish/",
          "source_name": "All About Romance / Em Wittmann",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer explicitly says the story ends in a hopeful happy ever after.",
          "confidence": null,
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          "verification_status": "REPORTED",
          "independence_checked": false,
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        },
        {
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            "component": "name",
            "value": "Riven"
          },
          "source_url": "https://www.roanparrish.com/riven-series",
          "source_name": "Roan Parrish",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Author lists Rend as Riven book two; readability is unspecified here.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.roanparrish.com/riven-series"
          ],
          "public_source_anchor": "source-fact-86936755aa"
        },
        {
          "id": "factual25:e41dcb9107dae627a4ec",
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            "component": "name",
            "value": "Riven"
          },
          "source_url": "https://allaboutromance.com/book-review/rend-by-roan-parrish/",
          "source_name": "All About Romance / Em Wittmann",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer says Riven is unnecessary and notes returning characters.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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        },
        {
          "id": "factual25:3d8ebca3891e01763ee6",
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          "proposed_value": {
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            "value": 2
          },
          "source_url": "https://www.roanparrish.com/riven-series",
          "source_name": "Roan Parrish",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Author lists Rend as Riven book two; readability is unspecified here.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.roanparrish.com/riven-series"
          ],
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        },
        {
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          },
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          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer says Riven is unnecessary and notes returning characters.",
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        {
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          "proposed_value": {
            "component": "reading_type",
            "value": "INTERCONNECTED_STANDALONE"
          },
          "source_url": "https://allaboutromance.com/book-review/rend-by-roan-parrish/",
          "source_name": "All About Romance / Em Wittmann",
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          "retrieved_at_precision": "date",
          "evidence_summary": "Reviewer says Riven is unnecessary and notes returning characters.",
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          "origin": "EXTERNAL_SOURCE",
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        {
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          "source_name": "Roan Parrish",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Author lists Rend as Riven book two; readability is unspecified here.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.roanparrish.com/riven-series"
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        {
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          "evidence_summary": "Reviewer says Riven is unnecessary and notes returning characters.",
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        },
        {
          "id": "contemporary-second-chance:abc3cb70bbd19269b237",
          "field": "subgenres",
          "proposed_value": [
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            }
          ],
          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
          "source_name": "Penguin Random House — Rend",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "The title's Related Genres explicitly lists Contemporary Romance.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          "public_source_anchor": "contemporary-second-chance-source"
        },
        {
          "id": "contemporary-second-chance:a62a7d548e5b81c7fa97",
          "field": "collection_memberships",
          "proposed_value": [
            {
              "route": "/romance-tropes/second-chance/contemporary/",
              "subgenre": "Contemporary",
              "subgenre_status": "VERIFIED",
              "repair_mechanism": "Matt and Rhys have married after a whirlwind romance. Rhys's album tour triggers Matt's fears rooted in childhood abandonment; when Rhys returns, they must reveal secrets and learn to trust each other to sustain their marriage. This is marriage repair rather than an exes' reunion.",
              "repair_status": "VERIFIED",
              "evidence_ids": [
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                "contemporary-second-chance:a62a7d548e5b81c7fa97"
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              "checked_at": "2026-10-07"
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          "source_url": "https://www.penguinrandomhouse.com/books/566168/rend-by-roan-parrish/",
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          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Matt and Rhys have married after a whirlwind romance. Rhys's album tour triggers Matt's fears rooted in childhood abandonment; when Rhys returns, they must reveal secrets and learn to trust each other to sustain their marriage. This is marriage repair rather than an exes' reunion.",
          "confidence": null,
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          "public_source_anchor": "contemporary-second-chance-contact-source"
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/M",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "HEA",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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          "assessed_at": "2026-10-07",
          "evidence_ids": [
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        },
        "authors": {
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          "evidence_ids": [
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        "isbn_13": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-07",
          "evidence_ids": [
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        },
        "edition_type": {
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        },
        "publisher": {
          "status": "VERIFIED",
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          "evidence_ids": [
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        },
        "ending": {
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          "assessed_by": "Eikna Editorial Team",
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        },
        "pairing": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-07",
          "evidence_ids": [
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        },
        "romance_role": {
          "status": "VERIFIED",
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          "evidence_ids": [
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        },
        "genre": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "tropes": {
          "status": "REPORTED",
          "assessed_at": "2026-10-07",
          "evidence_ids": [
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          ]
        },
        "heat_level": {
          "status": "ASSESSED_UNKNOWN",
          "assessed_at": "2026-10-07",
          "assessed_by": "Eikna Editorial Team",
          "evidence_ids": []
        },
        "cover": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-07",
          "evidence_ids": [
            "review:rend:authentic-cover"
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        },
        "sexual_content": {
          "status": "REPORTED",
          "assessed_at": "2026-10-07",
          "assessed_by": "Eikna Editorial Team",
          "evidence_ids": [
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        },
        "series": {
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        ],
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        },
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        },
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        },
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          "evidence_summary": "Renewing or sustaining their romantic bond structures the premise.",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://sarinabowen.com/theunderstatementoftheyear"
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        },
        {
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            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition. Author-provided 3D mockup of the 2022 illustrated published cover; no flat art could be retrieved. No exact ISBN claim for this asset.",
            "confidence": "High",
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          },
          "source_url": "https://sarinabowen.com/theunderstatementoftheyear",
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      "tear_rating": null,
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        "source_name": "Inspected authentic published cover",
        "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
        "confidence": "High",
        "rights_status": "Published artwork; no independent redistribution licence claimed"
      },
      "availability_checked_at": null,
      "reviewed_at": null,
      "reviewed_by": null,
      "romance_scope_evidence": [
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      "unmapped_trope_candidates": [
        {
          "proposed_name": "Second Chance",
          "eikna_trope_id": null,
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          "notes": "See selective content notes and craft limitations."
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      ],
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        },
        {
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            }
          ],
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          "source_url": "https://www.sourcebooks.com/9781949364279-saint-tp.html",
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        },
        {
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        },
        {
          "id": "review:saint:source:kay",
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "Kay Daniels Romance",
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          "source_name": "Reed Romance",
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          ]
        },
        {
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        },
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            "confidence": "High",
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          },
          "source_url": "https://www.penguin.com.au/books/saint-9781949364279",
          "source_name": "Authentic published cover identity",
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          "source_url": "https://bookshop.org/p/books/saint-sierra-simone/56fa241a812cfeb3?ean=9781949364279",
          "source_name": "Bookshop US product details",
          "source_type": "RETAILER",
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          "evidence_summary": "Inspected Bookshop US Saint by Sierra Simone; Product Details Paperback, EAN/UPC 9781949364279.",
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        },
        {
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          "retrieved_at": "2026-10-07",
          "evidence_summary": "Aiden leaves his relationship with Elijah for monastic life. Five years later Elijah, now engaged, joins his European monastery trip, forcing the former lovers to confront the departure and choose what devotion can mean.",
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        },
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          "source_name": "The StoryGraph / lilwinning",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reader explicitly describes sex scenes as explicit.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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        {
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          "source_url": "https://beta.thestorygraph.com/book_reviews/8efdf0a0-fc19-4643-b8fe-112c8e9e9269?sort=most_liked",
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          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Reader criticizes the book for including an HEA, explicitly identifying its outcome.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
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          "public_source_anchor": "source-fact-299577d24b"
        },
        {
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            "value": "Priest Collection"
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          "source_name": "Sierra Simone",
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          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Third full-length standalone in Priest Collection; Priest and Sinner are not prerequisites.",
          "confidence": null,
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        },
        {
          "id": "factual25:bdc82ef30260cb01c772",
          "field": "series",
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            "component": "number",
            "value": 3
          },
          "source_url": "https://www.thesierrasimone.com/saint",
          "source_name": "Sierra Simone",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-07",
          "retrieved_at_precision": "date",
          "evidence_summary": "Third full-length standalone in Priest Collection; Priest and Sinner are not prerequisites.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
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        },
        {
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          },
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          "source_name": "Sierra Simone",
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          "retrieved_at_precision": "date",
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          "confidence": null,
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        },
        {
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          },
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          "retrieved_at_precision": "date",
          "evidence_summary": "Third full-length standalone in Priest Collection; Priest and Sinner are not prerequisites.",
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      ],
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      "kindle_unlimited": "UNKNOWN",
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        },
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        },
        "cover": {
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          "evidence_ids": [
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        },
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        }
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        {
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          "evidence_summary": "Renewing or sustaining their romantic bond structures the premise.",
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          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.ylva-publishing.com/excerpts/excerpt_the-art-of-us-by-kl-hughes.pdf"
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        },
        {
          "id": "review:the-art-of-us:authentic-cover",
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            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition. Publisher page is retired (404); publisher-distributed English ebook cover retrieved from OverDrive. Print ISBN 9783955338909 was independently located but not asserted for ebook asset.",
            "confidence": "High",
            "rights_status": "Published artwork; no independent redistribution licence claimed"
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            "source_url": "https://books.apple.com/us/book/waiting-in-the-wings/id605399379",
            "source_name": "Inspected authentic published cover",
            "isbn_or_edition_match": "Published English cover verified by matching visible title and author. Cover ISBN identifies the downloaded cover edition, which may differ from the reviewed metadata edition.",
            "confidence": "High",
            "rights_status": "Published artwork; no independent redistribution licence claimed"
          },
          "source_url": "https://books.apple.com/us/book/waiting-in-the-wings/id605399379",
          "source_name": "Authentic published cover identity",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Visually inspected title and author on English published cover; no generated imagery.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
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          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:waiting-in-the-wings:checked-print",
          "field": "edition_records",
          "proposed_value": {
            "isbn13": "9781602825611",
            "format": "Paperback",
            "publisher": "Bold Strokes Books",
            "publication_date": null,
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            "source": "https://bookshop.org/p/books/waiting-in-the-wings-melissa-brayden/28568684607be148?ean=9781602825611",
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            "identity_status": "VERIFIED_PRODUCT_IDENTITY",
            "stock_price_status": "UNKNOWN"
          },
          "source_url": "https://bookshop.org/p/books/waiting-in-the-wings-melissa-brayden/28568684607be148?ean=9781602825611",
          "source_name": "Bookshop US product details",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Inspected Bookshop US Waiting in the Wings by Melissa Brayden; Product Details Paperback, EAN/UPC 9781602825611.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
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        },
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          "id": "local-trope:waiting-in-the-wings:second-chance:8ffe5910d3",
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          "proposed_value": "Second Chance",
          "source_url": "https://www.dogeareddaydreams.com/2014/08/review-waiting-in-wings-by-melissa.html",
          "source_name": "Dog-Eared Daydreams",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-07",
          "evidence_summary": "Jenna and Adrienne fall in love while touring a musical. Career choices interrupt that relationship; after a four-year jump, reconnecting tests how ambition and partnership can coexist.",
          "confidence": "Qualified",
          "origin": "EXTERNAL_SOURCE",
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          ],
          "independent_root_ids": []
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      ],
      "romance_role": "PRIMARY",
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      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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        "cover": {
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      "field_provenance": {
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          "evidence_ids": [
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          "evidence_ids": [
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            "review:waiting-in-the-wings:source:tosh",
            "review:waiting-in-the-wings:source:print-edition"
          ]
        },
        "pairing": {
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        "romance_role": {
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        "cover": {
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        },
        "unmapped_trope_candidates": {
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        }
      },
      "eikna": {
        "eikna_book_id": null,
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        "last_synced_at": null,
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        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-07",
      "source_record_id": "eikna-romance:waiting-in-the-wings",
      "title": "Waiting in the Wings",
      "authors": [
        {
          "display_name": "Melissa Brayden",
          "role": "AUTHOR",
          "source": "https://books.apple.com/gr/book/waiting-in-the-wings/id605399379"
        }
      ],
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      "description_source": "https://books.apple.com/gr/book/waiting-in-the-wings/id605399379",
      "editorial_summary": "Jenna and Adrienne’s touring-production romance faces competing career demands. <a href=\"#source-publisher\">Evidence</a> A later reunion follows a four-year jump. <a href=\"#source-dog\">Evidence</a>",
      "updated_at": "2026-10-07",
      "record_version": 4,
      "data_status": "RESEARCHED",
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        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
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      "review": {
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        },
        "verdict_summary": "Theatre careers give love practical stakes; uncertainty may feel overextended",
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          "Relatable performers and friends",
          "Time advances without losing context",
          "Responses differ in intensity"
        ],
        "cautions": [
          "These are selective notes, not a complete content inventory."
        ],
        "recommended_for": [
          "Choose a chronological FF romance that first shows the relationship and then its second chance."
        ],
        "not_for_readers_seeking": [
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        ],
        "reviewed_by": "Eikna Editorial Team",
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        "status": "UNKNOWN",
        "reading_type": "UNKNOWN"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/s?k=Waiting+in+the+Wings+Melissa+Brayden&tag=eiknaromance-20",
        "apple_books": null,
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        "publisher": null,
        "other": [
          {
            "name": "Bookshop.org",
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            "status": "VERIFIED_PRODUCT_IDENTITY"
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        ]
      },
      "reported_discovery_notes": [
        {
          "field": "tropes",
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          "tropes needs verification or an explicit assessed UNKNOWN",
          "ending assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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          "https://books.apple.com/us/book/waiting-in-the-wings/id605399379",
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      "discovery_audit": {
        "checked_at": "2026-10-07",
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        "heat_scope": "No calibrated numeric or controlled heat classification established."
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    },
    {
      "title": "Silver Foxed",
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      "description": null,
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      "description_is_publisher_copy": null,
      "editorial_summary": "Silver Foxed is a compact dad’s-best-friend romance built around one shared lake house, an explicitly temporary weekend and the question of whether instant lust can carry real feeling. Kayla Grosse’s own page establishes the exact family connection, the plus-size heroine, the age-gap frame and the book’s unusually explicit content profile.",
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      ],
      "pairing": "M/F",
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          "status": "VERIFIED"
        }
      ],
      "heat_level": "UNKNOWN",
      "heat_score": null,
      "sexual_content": "YES",
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      "ending": "UNKNOWN",
      "ending_confidence": null,
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      "pacing": "unknown",
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      "tear_rating": null,
      "representation": [],
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      "content_warnings_assessed": false,
      "cover": {
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        "source_url": "https://www.goodreads.com/en/book/show/212106605-silver-foxed",
        "source_name": "Author, publisher or retailer cover",
        "isbn_or_edition_match": null,
        "confidence": "High",
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      "kindle_unlimited": "UNKNOWN",
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        },
        "verdict_summary": "A direct, high-heat dad’s-best-friend pick whose confidence and chemistry are easier to support than its emotional depth; best approached as a brief erotic romance, not a slow family-conflict drama.",
        "strengths": [
          "The chemistry is clear, but the emotional transition is disputed.",
          "Alex’s confidence is a strength; depth beyond the central fantasy is less secure.",
          "The prose appears efficient and heat-forward, with a real split over whether it feels polished or hollow.",
          "Sweetness and confidence land for receptive readers, but the speed limits earned feeling for others."
        ],
        "cautions": [
          "The author lists forbidden romance, pregnancy references, breeding kink, rough sex, anal play, dirty talk, parent death, cancer and toy play. Unknown details do not mean absence; consult the official list before choosing."
        ],
        "recommended_for": [
          "Best for readers who want a plus-size heroine, a lake-house fling, instant lust and explicit scenes in novella length. Avoid it if you need slow-earned intimacy, extensive character development or a long confrontation with the father’s role."
        ],
        "not_for_readers_seeking": [
          "Best for readers who want a plus-size heroine, a lake-house fling, instant lust and explicit scenes in novella length. Avoid it if you need slow-earned intimacy, extensive character development or a long confrontation with the father’s role."
        ],
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      "evidence": [
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          "retrieved_at_precision": "date",
          "evidence_summary": "Title and author verified on the inspected primary source.",
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          "proposed_value": [
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              "source": "https://www.kaylagrosse.com/silver-foxed",
              "author": {
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                "evidence": []
              }
            }
          ],
          "source_url": "https://www.kaylagrosse.com/silver-foxed",
          "source_name": "Kayla Grosse",
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          "retrieved_at_precision": "date",
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          "source": "https://www.penguinrandomhouse.com/books/741692/tryst-six-venom-by-penelope-douglas/"
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      "editorial_summary": "Tryst Six Venom is a direct F/F bully romance: the author identifies the category, and both official descriptions establish that Clay repeatedly torments Liv before hostility becomes attraction. It is marketed for adult readers, but the central characters are still in high school. That setting distinction matters more than a loose 'new adult' label. This is a researched editorial assessment, not a claim of firsthand reading. <a href=\"#source-author\">Penelope Douglas</a> <a href=\"#source-publisher\">Berkley</a>",
      "genre": null,
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          "name": "bully-romance",
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      "pairing": "F/F",
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      "heat_level": "UNKNOWN",
      "heat_score": null,
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      "ending": "HEA",
      "ending_confidence": "Moderate",
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        "confidence": "High",
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        "amazon": "https://www.amazon.com/dp/0593641981?tag=eiknaromance-20",
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      "kindle_unlimited": "UNKNOWN",
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      "review": {
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          "characters": 3.5,
          "writing": 3,
          "emotional_impact": 3.5,
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          "reread_appeal": null
        },
        "verdict_summary": "Consider Tryst Six Venom for a long, volatile sapphic enemies-to-lovers story whose chemistry and social pressure are inseparable from the bullying. Avoid it if a high-school setting, targeted humiliation or delayed repair makes romantic investment impossible.",
        "strengths": [
          "High-voltage attraction constrained by deliberate harm",
          "Distinct leads and useful family context, with accountability pressure",
          "Compulsive tension with length and ending-control issues",
          "Strong class and secrecy pressure, dependent on tolerance for extremity"
        ],
        "cautions": [
          "The author lists abuse, bullying, homophobia, suicide, self-harm, violence, body shaming and fatphobia, sexual assault, emotional and physical abuse, eating disorders and outing. The story is set in high school despite adult/new-adult marketing. These official topics are substantial; readers should consult the author page before choosing."
        ],
        "recommended_for": [
          "Best for adult readers who want aggressive tension, dual viewpoints, class conflict, family stakes and a central F/F relationship. Skip it if you need gentle courtship, proportionate conflict, quick accountability, a college-age setting or a short, tightly controlled plot."
        ],
        "not_for_readers_seeking": [
          "Best for adult readers who want aggressive tension, dual viewpoints, class conflict, family stakes and a central F/F relationship. Skip it if you need gentle courtship, proportionate conflict, quick accountability, a college-age setting or a short, tightly controlled plot."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "created_at": "2026-10-08",
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          "confidence": "High",
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          "field": "edition_type",
          "proposed_value": "paperback",
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          "confidence": "High",
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        },
        {
          "id": "review:tryst-six-venom:publication_date",
          "field": "publication_date",
          "proposed_value": "2024-04-02",
          "source_url": "https://www.penguinrandomhouse.com/books/741692/tryst-six-venom-by-penelope-douglas/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "id": "review:tryst-six-venom:publisher",
          "field": "publisher",
          "proposed_value": "Berkley",
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          "source_name": "Penelope Douglas: Tryst Six Venom",
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          "proposed_value": "Inspected source for the authored scorecard.",
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        },
        {
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          "lineage_origins": [
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        },
        {
          "id": "review:tryst-six-venom:discovery:pairing",
          "field": "pairing",
          "proposed_value": "F/F",
          "source_url": "https://pendouglas.com/books/stand-alones/tryst-six-venom/",
          "source_name": "Penelope Douglas: Tryst Six Venom",
          "source_type": "OTHER",
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          "evidence_summary": "Author directly labels the central work F/F.",
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          "independent_root_ids": [
            "https://pendouglas.com/books/stand-alones/tryst-six-venom/"
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        },
        {
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    {
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          "The prose is designed for speed and excess; several readers find that compression careless.",
          "The holiday wish fulfillment and epilogue can land, but the first encounter prevents trust for many readers."
        ],
        "cautions": [
          "Adult step-sibling taboo, intoxication during the first sexual encounter, unprotected sex as reader-reported, pregnancy/secret baby, grief, abrupt commitment and a cliffhanger-like or sequel-leading ending. The intoxication issue is a serious consent caveat even though reader interpretations differ."
        ],
        "recommended_for": [
          "Best for established Alexa Riley readers seeking a short, erotic, deliberately over-the-top Thanksgiving story with secret-baby setup. Avoid it if intoxication complicating consent, step-sibling taboo, immediate commitment or a cliffhanger-like handoff will undermine the fantasy."
        ],
        "not_for_readers_seeking": [
          "Best for established Alexa Riley readers seeking a short, erotic, deliberately over-the-top Thanksgiving story with secret-baby setup. Avoid it if intoxication complicating consent, step-sibling taboo, immediate commitment or a cliffhanger-like handoff will undermine the fantasy."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "created_at": "2026-10-08",
      "updated_at": "2026-10-11",
      "reviewed_at": "2026-10-11",
      "reviewed_by": "Eikna Editorial Team",
      "record_version": 4,
      "source_record_id": "eikna-romance:thankful-for-her",
      "data_status": "RESEARCHED",
      "conflicts": [],
      "missing_fields": [
        "isbn_13",
        "isbn_10",
        "first_publication_year",
        "genre",
        "primary_trope",
        "heat_score",
        "slow_burn",
        "heat_level",
        "ending",
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
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      "evidence": [
        {
          "id": "ev:f34763875a65062b8fc7",
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          "retrieved_at_precision": "date",
          "evidence_summary": "Title and author verified on the inspected primary source.",
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          "lineage_origins": [
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            "https://alexariley.com/books/thankful-for-her/"
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        },
        {
          "id": "ev:89fbbb86d70ea4a0fd28",
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          "proposed_value": [
            {
              "display_name": "Alexa Riley",
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          ],
          "source_url": "https://alexariley.com/books/thankful-for-her/",
          "source_name": "Alexa Riley",
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          "retrieved_at": "2026-10-08",
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          "evidence_summary": "Title and author verified on the inspected primary source.",
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        },
        {
          "id": "ev:1e3850b7b7473515275e",
          "field": "editorial_summary",
          "proposed_value": "The author explicitly lists secret baby and instalove. Autumn and Hunter are step-siblings who have not previously met, and Thanksgiving creates their first meeting. The premise is included with that taboo connection visible; it does not establish the disclosure timeline or detailed parenting arc.",
          "source_url": "https://alexariley.com/books/thankful-for-her/",
          "source_name": "Publisher",
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          "retrieved_at": "2026-10-08",
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          "evidence_summary": "Original researched summary based on the cited premise.",
          "confidence": null,
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            "EDITORIAL_JUDGMENT"
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          "independent_root_ids": []
        },
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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        },
        {
          "id": "review:thankful-for-her:edition_type",
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          "proposed_value": "ebook",
          "source_url": "https://books.apple.com/us/book/thankful-for-her/id1498937601",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:thankful-for-her:publication_date",
          "field": "publication_date",
          "proposed_value": "2020-02-12",
          "source_url": "https://books.apple.com/us/book/thankful-for-her/id1498937601",
          "source_name": "Inspected author/publisher evidence",
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          "retrieved_at": "2026-10-11",
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          "lineage_origins": [
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          "independent_root_ids": [
            "https://books.apple.com/us/book/thankful-for-her/id1498937601"
          ]
        },
        {
          "id": "review:thankful-for-her:publisher",
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          "proposed_value": "Alexa Riley",
          "source_url": "https://books.apple.com/us/book/thankful-for-her/id1498937601",
          "source_name": "Inspected author/publisher evidence",
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          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://books.apple.com/us/book/thankful-for-her/id1498937601"
          ]
        },
        {
          "id": "review:thankful-for-her:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://alexariley.com/books/thankful-for-her/",
          "source_name": "Alexa Riley: Thankful For Her",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://alexariley.com/books/thankful-for-her/"
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        },
        {
          "id": "review:thankful-for-her:source:apple",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://books.apple.com/us/book/thankful-for-her/id1498937601",
          "source_name": "Apple Books: Thankful For Her",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "lineage_origins": [
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        },
        {
          "id": "review:thankful-for-her:source:bookdisciple",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://thebookdisciple.com/alexa-riley-roundup/",
          "source_name": "The Book Disciple: Alexa Riley roundup",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:thankful-for-her:source:storygraph",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://beta.thestorygraph.com/book_reviews/0c03534b-c522-4175-8f98-60dd8dbd02a4?sort=oldest",
          "source_name": "The StoryGraph selected Thankful For Her responses",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:thankful-for-her:source:amazon",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.amazon.com/dp/B077M596XZ",
          "source_name": "Amazon US Kindle edition",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://www.amazon.com/dp/B077M596XZ"
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        },
        {
          "id": "review:thankful-for-her:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://alexariley.com/books/thankful-for-her/",
          "source_name": "Alexa Riley: Thankful For Her",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Official premise identifies Autumn and Hunter as the central woman/man romantic pair.",
          "confidence": "High",
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        },
        {
          "id": "review:thankful-for-her:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://alexariley.com/books/thankful-for-her/",
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          "retrieved_at": "2026-10-11",
          "evidence_summary": "Official page centers Autumn and Hunter’s relationship and explicitly markets instalove and secret baby.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
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          "id": "review:thankful-for-her:discovery:sexual_content",
          "field": "sexual_content",
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          "source_url": "https://beta.thestorygraph.com/book_reviews/0c03534b-c522-4175-8f98-60dd8dbd02a4?sort=oldest",
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          "evidence_summary": "Multiple directly inspected readers describe the on-page first sexual encounter.",
          "confidence": "Moderate",
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          "lineage_origins": [
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          "id": "cover:thankful-for-her",
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            "isbn_or_edition_match": null,
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          "source_url": "https://books.apple.com/us/book/thankful-for-her/id1498937601",
          "source_name": "Publisher or author cover",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Owner visually inspected authentic cover against title, author and exact edition identity.",
          "confidence": "High",
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        },
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          "evidence_summary": "Official author or publisher evidence identifies series position or standalone scope; prerequisites and final closure remain separate.",
          "confidence": "High",
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      "field_assessments": {
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        "genre": {
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        "cover": {
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        "romance_role": {
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        "romance_scope_evidence": {
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        "description_is_publisher_copy": {
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        "primary_trope": {
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        "unmapped_trope_candidates": {
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        "slow_burn": {
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        "relationship_tension": {
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        },
        "retailer_links": {
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            "review:thankful-for-her:source:apple",
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          "source": "https://books.apple.com/us/book/thankful-for-her/id1498937601"
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      },
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    {
      "title": "Lights Out",
      "authors": [
        {
          "display_name": "Navessa Allen",
          "role": "AUTHOR",
          "source": "https://zandoprojects.com/books/lights-out-paperback"
        }
      ],
      "isbn_13": "9781638932239",
      "isbn_10": null,
      "asin": "1638932239",
      "language": "en",
      "edition_type": "paperback",
      "publication_date": "2024-08-06",
      "first_publication_year": null,
      "publisher": "Slowburn",
      "series": {
        "name": "Into Darkness",
        "number": 1,
        "status": "VERIFIED"
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      "source_url": "https://eiknaromance.com/reviews/lights-out-navessa-allen/",
      "romance_role": "PRIMARY",
      "romance_scope_evidence": [
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        }
      ],
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      "description_source": "https://zandoprojects.com/books/lights-out-paperback",
      "description_is_publisher_copy": null,
      "editorial_summary": "Lights Out is directly publisher-labeled stalker romance: masked online creator Josh acts on Aly's fantasy-laden comment and enters her home, while another observer poses a more dangerous threat. Its unusual hook is tonal. The sources consistently describe explicit dark material alongside banter, comedy and a protective turn. This researched assessment compares checked criticism; it does not claim a firsthand reading.",
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      "primary_trope": null,
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "name": "stalker-romance",
          "status": "REPORTED",
          "canonical_id": null,
          "source_url": "https://zandoprojects.com/books/lights-out-paperback"
        }
      ],
      "pairing": "M/F",
      "pairing_confidence": null,
      "pairing_evidence": [
        {
          "evidence_id": "review:lights-out:discovery:pairing",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "status": "VERIFIED"
        }
      ],
      "heat_level": "UNKNOWN",
      "heat_score": null,
      "sexual_content": "YES",
      "heat_evidence": [
        {
          "evidence_id": "review:lights-out:discovery:sexual_content",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "status": "REPORTED"
        }
      ],
      "ending": "UNKNOWN",
      "ending_confidence": null,
      "ending_evidence": [],
      "moods": [],
      "pacing": "unknown",
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "representation": [],
      "content_warnings": [],
      "content_warnings_assessed": false,
      "cover": {
        "image_url": "/images/book-covers/lights-out.webp",
        "source_url": "https://zandoprojects.com/books/lights-out-paperback",
        "source_name": "Publisher or author cover",
        "isbn_or_edition_match": "9781638932239",
        "confidence": "High",
        "assessment_status": "VERIFIED"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/dp/1638932239?tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "kindle_unlimited": "UNKNOWN",
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      "review": {
        "review_url": "https://eiknaromance.com/reviews/lights-out-navessa-allen/",
        "reviewer": "Eikna Editorial Team",
        "review_date": "2026-10-10",
        "rating_if_used": 3.5,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3.5,
          "characters": 3.5,
          "writing": 3.5,
          "emotional_impact": 3.5,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Consider Lights Out for a funny, explicit stalker fantasy with strong chemistry and an energetic suspense turn. Its tonal blend is the appeal and the limitation: readers needing advance-negotiated consent or a consistently focused romance should read the content guidance first.",
        "strengths": [
          "Strong chemistry inside intentionally risky fantasy",
          "Distinctive leads whose darker compatibility drives the book",
          "Fast, funny scene work with a less unified second half",
          "Excitement and affection more than sustained dread"
        ],
        "cautions": [
          "Under the Covers reports stalking by more than one person, home invasion, dubious consent, accidental death, body disposal, violence connected to a mafia family, knife play and blood play. The publisher says themes and scenes may disturb readers and directs them to the book's full warning list. These inspected notes are substantial but not presented as exhaustive."
        ],
        "recommended_for": [
          "Best for readers who want masked obsession, dark humor, kink-forward intimacy and a couple that moves from predator imagery toward partnership. Avoid it if home invasion, stalking, blurred advance consent, knife or blood play, violence or body-disposal material are hard limits."
        ],
        "not_for_readers_seeking": [
          "Best for readers who want masked obsession, dark humor, kink-forward intimacy and a couple that moves from predator imagery toward partnership. Avoid it if home invasion, stalking, blurred advance consent, knife or blood play, violence or body-disposal material are hard limits."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "created_at": "2026-10-08",
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      "reviewed_at": "2026-10-10",
      "reviewed_by": "Eikna Editorial Team",
      "record_version": 3,
      "source_record_id": "eikna-romance:lights-out",
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        "canonical_taxonomy_ids"
      ],
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
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        "proposal_ids": [],
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      "evidence": [
        {
          "id": "ev:41718029042ce4610ab5",
          "field": "title",
          "proposed_value": "Lights Out",
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          "retrieved_at": "2026-10-08",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and author verified on the inspected primary source.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://zandoprojects.com/books/lights-out-paperback"
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        },
        {
          "id": "ev:78fa6c70deb46ffcedef",
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          "proposed_value": [
            {
              "display_name": "Navessa Allen",
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                "evidence": []
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          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Publisher",
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          "retrieved_at": "2026-10-08",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and author verified on the inspected primary source.",
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          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://zandoprojects.com/books/lights-out-paperback"
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        },
        {
          "id": "ev:18c060da6983e6a0f211",
          "field": "editorial_summary",
          "proposed_value": "Trauma nurse Aly follows Josh’s masked online persona, and a message invites an encounter that brings his fixation into her home. Zando explicitly classifies the romantic-interest setup as stalker romance while introducing another, more threatening watcher. The distinction makes this a direct trope example rather than merely suspense with a stalker antagonist.",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Publisher",
          "source_type": "EDITORIAL",
          "retrieved_at": "2026-10-08",
          "retrieved_at_precision": "date",
          "evidence_summary": "Original researched summary based on the cited premise.",
          "confidence": null,
          "origin": "EDITORIAL_JUDGMENT",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EDITORIAL_JUDGMENT"
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          "independent_root_ids": []
        },
        {
          "id": "review:lights-out:title",
          "field": "title",
          "proposed_value": "Lights Out",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://zandoprojects.com/books/lights-out-paperback"
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        },
        {
          "id": "review:lights-out:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Navessa Allen",
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              "source": "https://zandoprojects.com/books/lights-out-paperback"
            }
          ],
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        {
          "id": "review:lights-out:isbn_13",
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          "proposed_value": "9781638932239",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://zandoprojects.com/books/lights-out-paperback"
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        },
        {
          "id": "review:lights-out:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://zandoprojects.com/books/lights-out-paperback"
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        },
        {
          "id": "review:lights-out:publication_date",
          "field": "publication_date",
          "proposed_value": "2024-08-06",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://zandoprojects.com/books/lights-out-paperback"
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        },
        {
          "id": "review:lights-out:publisher",
          "field": "publisher",
          "proposed_value": "Slowburn",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://zandoprojects.com/books/lights-out-paperback"
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        },
        {
          "id": "review:lights-out:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Slowburn / Zando: Lights Out paperback",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:lights-out:source:series",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://zandoprojects.com/books/lights-out-paperback",
          "source_name": "Slowburn: Into Darkness series",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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          "origin": "EIKNA_ROMANCE_RESEARCHED",
          "evidence_ids": [],
          "status": "SYSTEM_RECORDED"
        },
        "migration": {
          "origin": "EIKNA_ROMANCE_RESEARCHED",
          "evidence_ids": [],
          "status": "SYSTEM_RECORDED"
        },
        "mapping": {
          "origin": "EIKNA_ROMANCE_RESEARCHED",
          "evidence_ids": [],
          "status": "SYSTEM_RECORDED"
        },
        "unreviewed_candidates": {
          "origin": "EDITORIAL_JUDGMENT",
          "evidence_ids": [],
          "status": "SYSTEM_RECORDED"
        }
      },
      "contract_version": "1.0",
      "edition_records": [
        {
          "isbn13": "9781638932239",
          "format": "paperback",
          "publication_date": "2024-08-06",
          "publisher": "Slowburn",
          "page_count": 416,
          "source": "https://zandoprojects.com/books/lights-out-paperback"
        }
      ],
      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
      },
      "unreviewed_candidates": {
        "genre_names": [],
        "pairing": "UNKNOWN",
        "trope_names": [],
        "setting": null,
        "reader_fit": "The publisher directs readers to the book’s content warnings. No complete warning inventory, ending classification, universal consent guarantee or new editorial rating is supplied."
      },
      "readiness": {
        "ready": false,
        "blockers": [
          "genre assessment pending",
          "tropes assessment pending",
          "heat_level assessment pending",
          "ending assessment pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://zandoprojects.com/books/lights-out-paperback"
        ]
      },
      "research_status": "DIRECT_PREMISE_EXAMPLE",
      "research_notes": "The publisher directs readers to the book’s content warnings. No complete warning inventory, ending classification, universal consent guarantee or new editorial rating is supplied.",
      "reported_discovery_notes": [],
      "not_for_readers_seeking": "Best for readers who want masked obsession, dark humor, kink-forward intimacy and a couple that moves from predator imagery toward partnership. Avoid it if home invasion, stalking, blurred advance consent, knife or blood play, violence or body-disposal material are hard limits.",
      "content_hash": "66d4397dca94e080bf2dbd5fa987ed67923171208581fb6969a8f2f3afc308e7"
    },
    {
      "title": "Pucking Around",
      "authors": [
        {
          "display_name": "Emily Rath",
          "role": "AUTHOR",
          "source": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
        }
      ],
      "isbn_13": "9781496758798",
      "isbn_10": null,
      "asin": "149675879X",
      "language": "en",
      "edition_type": "paperback",
      "publication_date": "2025-04-29",
      "first_publication_year": null,
      "publisher": "Kensington",
      "series": {
        "name": "Jacksonville Rays",
        "number": 1,
        "status": "VERIFIED"
      },
      "source_url": "https://eiknaromance.com/reviews/pucking-around/",
      "romance_role": "PRIMARY",
      "romance_scope_evidence": [
        {
          "evidence_id": "review:pucking-around:discovery:romance_role",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "status": "VERIFIED"
        }
      ],
      "description": null,
      "description_source": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
      "description_is_publisher_copy": null,
      "editorial_summary": "Pucking Around is a direct why-choose hockey romance, not a loose multi-suitor story. Kensington describes Rachel's relationships with three men and markets the book as inclusive, poly and kink-friendly; the audiobook identifies it as Jacksonville Rays book one. The exact edition assessed here is the 640-page Kensington paperback containing That One Night. This assessment is source-backed and does not claim firsthand reading. <a href=\"#source-publisher\">Kensington</a> <a href=\"#source-audible\">Audible</a>",
      "genre": null,
      "subgenres": [],
      "primary_trope": null,
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "name": "why-choose",
          "status": "REPORTED",
          "canonical_id": null,
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
        }
      ],
      "pairing": "UNKNOWN",
      "pairing_confidence": null,
      "pairing_evidence": [],
      "heat_level": "UNKNOWN",
      "heat_score": null,
      "sexual_content": "YES",
      "heat_evidence": [
        {
          "evidence_id": "review:pucking-around:discovery:sexual_content",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "status": "VERIFIED"
        }
      ],
      "ending": "HEA",
      "ending_confidence": "Moderate",
      "ending_evidence": [
        {
          "evidence_id": "review:pucking-around:ending-reported",
          "source_url": "https://rosepetals1984.wordpress.com/2025/02/15/retro-review-pucking-around-jacksonville-rays-1-by-emily-rath/",
          "status": "REPORTED"
        }
      ],
      "moods": [],
      "pacing": "unknown",
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "representation": [],
      "content_warnings": [],
      "content_warnings_assessed": false,
      "cover": {
        "image_url": "/images/book-covers/pucking-around.webp",
        "source_url": "https://images1.penguinrandomhouse.com/cover/9781496758798",
        "source_name": "Publisher cover",
        "isbn_or_edition_match": "9781496758798",
        "confidence": "High",
        "assessment_status": "VERIFIED"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/dp/149675879X?tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "kindle_unlimited": "UNKNOWN",
      "availability_checked_at": null,
      "review": {
        "review_url": "https://eiknaromance.com/reviews/pucking-around/",
        "reviewer": "Eikna Editorial Team",
        "review_date": "2026-10-11",
        "rating_if_used": 3.1,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3.5,
          "characters": 3,
          "writing": 2.5,
          "emotional_impact": 3,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Consider Pucking Around for an explicit, expansive why-choose hockey romance with several relationship bonds and a large amount of domestic and sexual page time. Avoid it if you need tight pacing, strong workplace realism or consistently careful treatment of professional and interpersonal boundaries.",
        "strengths": [
          "Ambitious group configuration with meaningful execution risk",
          "Several promising histories, uneven depth and agency",
          "Readable abundance that repeatedly strains control",
          "Capable of comfort and intensity, disrupted by ethical concerns"
        ],
        "cautions": [
          "Selected reviews report concerns around clinician/patient ethics, consent and emotional boundaries, public outing, misogynistic language, fetishization or stereotyping, injury and chronic pain, and very frequent explicit sex. The author's complete content-warning list was not available on the inspected page, so this is not a full-text audit."
        ],
        "recommended_for": [
          "Best for readers seeking a long MMFM/poly hockey romance, multiple viewpoints, explicit kink and time with each member of the group. Skip it if clinician/patient ethics, outing, consent ambiguity, repetitive intimacy, misogynistic language or a 640-page commitment will dominate your response."
        ],
        "not_for_readers_seeking": [
          "Best for readers seeking a long MMFM/poly hockey romance, multiple viewpoints, explicit kink and time with each member of the group. Skip it if clinician/patient ethics, outing, consent ambiguity, repetitive intimacy, misogynistic language or a 640-page commitment will dominate your response."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "created_at": "2026-10-08",
      "updated_at": "2026-10-11",
      "reviewed_at": "2026-10-11",
      "reviewed_by": "Eikna Editorial Team",
      "record_version": 2,
      "source_record_id": "eikna-romance:pucking-around",
      "data_status": "RESEARCHED",
      "conflicts": [],
      "missing_fields": [
        "isbn_10",
        "first_publication_year",
        "genre",
        "primary_trope",
        "heat_score",
        "slow_burn",
        "pairing",
        "heat_level",
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "evidence": [
        {
          "id": "ev:b304fb493379db2508fb",
          "field": "title",
          "proposed_value": "Pucking Around",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Publisher",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-08",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and author verified on the inspected primary source.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "ev:a2a1f931b21df83cc663",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Emily Rath",
              "role": "AUTHOR",
              "source": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
              "author": {
                "display_name": "Emily Rath",
                "official_website": null,
                "amazon_author_page": null,
                "goodreads_author_profile": null,
                "publisher_author_page": null,
                "public_social_links": [],
                "evidence": []
              }
            }
          ],
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Publisher",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-08",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and author verified on the inspected primary source.",
          "confidence": null,
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "ev:05cebe43c4070ec2aeac",
          "field": "editorial_summary",
          "proposed_value": "Rachel’s sports-medicine fellowship brings her into contact with a hockey player from an earlier encounter, his friend who manages team equipment, and a goalie. The publisher explicitly calls the book poly and why choose and identifies three male love interests around Rachel. This confirms the central configuration, not every bond within the group.",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Publisher",
          "source_type": "EDITORIAL",
          "retrieved_at": "2026-10-08",
          "retrieved_at_precision": "date",
          "evidence_summary": "Original researched summary based on the cited premise.",
          "confidence": null,
          "origin": "EDITORIAL_JUDGMENT",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EDITORIAL_JUDGMENT"
          ],
          "independent_root_ids": []
        },
        {
          "id": "review:pucking-around:title",
          "field": "title",
          "proposed_value": "Pucking Around",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "review:pucking-around:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Emily Rath",
              "role": "AUTHOR",
              "source": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
            }
          ],
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "review:pucking-around:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9781496758798",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "review:pucking-around:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "review:pucking-around:publication_date",
          "field": "publication_date",
          "proposed_value": "2025-04-29",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "review:pucking-around:publisher",
          "field": "publisher",
          "proposed_value": "Kensington",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "review:pucking-around:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/",
          "source_name": "Kensington / Penguin Random House",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/753913/pucking-around-by-emily-rath/"
          ]
        },
        {
          "id": "review:pucking-around:source:author",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.emilyrathbooks.com/pucking-around",
          "source_name": "Emily Rath: Pucking Around",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.emilyrathbooks.com/pucking-around"
          ]
        },
        {
          "id": "review:pucking-around:source:thind",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://thindbooks.wordpress.com/2024/02/24/pucking-around-by-emily-rath-review/",
          "source_name": "Thindbooks",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://thindbooks.wordpress.com/2024/02/24/pucking-around-by-emily-rath-review/"
          ]
        },
        {
          "id": "review:pucking-around:source:darkacademicals",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://darkacademicals.com/blog/book-review-pucking-around-by-emily-rath-the-longest-hockey-sports-romance",
          "source_name": "The Dark Academicals",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://darkacademicals.com/blog/book-review-pucking-around-by-emily-rath-the-longest-hockey-sports-romance"
          ]
        },
        {
          "id": "review:pucking-around:source:cannonball",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://cannonballread.com/2023/07/pucking-around-emmalita/",
          "source_name": "Cannonball Read",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://cannonballread.com/2023/07/pucking-around-emmalita/"
          ]
        },
        {
          "id": "review:pucking-around:source:rose",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://rosepetals1984.wordpress.com/2025/02/15/retro-review-pucking-around-jacksonville-rays-1-by-emily-rath/",
          "source_name": "Writing through Rose Tinted Glasses",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://rosepetals1984.wordpress.com/2025/02/15/retro-review-pucking-around-jacksonville-rays-1-by-emily-rath/"
          ]
        },
        {
          "id": "review:pucking-around:source:bookshop",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://bookshop.org/p/books/pucking-around-a-why-choose-hockey-romance-emily-rath/0622072f2870036c?ean=9781496758798",
          "source_name": "Bookshop.org paperback",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/pucking-around-a-why-choose-hockey-romance-emily-rath/0622072f2870036c?ean=9781496758798"
          ]
        },
        {
          "id": "review:pucking-around:source:audible",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.audible.com/pd/Pucking-Around-Audiobook/B0CCPPBTN7",
          "source_name": "Audible: Pucking Around",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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      "ending_confidence": null,
      "ending_evidence": [],
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      },
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        },
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        "strengths": [
          "Compelling pack tension whose repair is deliberately deferred",
          "A resilient heroine and unusual omega dynamic outshine uneven pack sympathy",
          "Readable mystery construction with a deliberately unresolved break",
          "Sustained, painful angst is the clearest strength"
        ],
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          "The official premise includes forced bonding and loss of independence. Selected reviews report pack hostility, jealousy, rejection, emotional and physical distress, dark treatment of Lilah and a severe cliffhanger. A complete current-edition content-warning list was not verified, so unknown topics are not treated as absent."
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          "Best for readers who want dark pack politics, a resilient heroine, multiple alphas plus a male omega, slow relationship movement and a deliberately painful cliffhanger. Skip it if forced bonding, pack cruelty, jealousy, rejection, MM content or waiting for volume two to carry the repair will make the first half unrewarding."
        ],
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          "Best for readers who want dark pack politics, a resilient heroine, multiple alphas plus a male omega, slow relationship movement and a deliberately painful cliffhanger. Skip it if forced bonding, pack cruelty, jealousy, rejection, MM content or waiting for volume two to carry the repair will make the first half unrewarding."
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          "id": "review:pack-darling-breathless:publication_date",
          "field": "publication_date",
          "proposed_value": "2026-12-01",
          "source_url": "https://www.penguinrandomhouse.com/books/830378/pack-darling-breathless-by-lola-rock/paperback/",
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          "field": "publisher",
          "proposed_value": "Dell",
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          "confidence": "High",
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        },
        {
          "id": "review:pack-darling-breathless:source:edition",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.penguinrandomhouse.com/books/830378/pack-darling-breathless-by-lola-rock/paperback/",
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        },
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          "id": "review:pack-darling-breathless:source:series",
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          "id": "review:pack-darling-breathless:source:resch",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://reschreads.com/2022/02/07/review-pack-darling-part-one-by-lola-rock/",
          "source_name": "Resch Reads",
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        "edition_records": {
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      },
      "readiness": {
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/317180/bully-by-penelope-douglas/"
          ]
        },
        {
          "id": "review:bully:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.penguinrandomhouse.com/books/317180/bully-by-penelope-douglas/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "independent_root_ids": [
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        },
        {
          "id": "review:bully:publication_date",
          "field": "publication_date",
          "proposed_value": "2016-01-05",
          "source_url": "https://www.penguinrandomhouse.com/books/317180/bully-by-penelope-douglas/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/317180/bully-by-penelope-douglas/"
          ]
        },
        {
          "id": "review:bully:publisher",
          "field": "publisher",
          "proposed_value": "Berkley",
          "source_url": "https://www.penguinrandomhouse.com/books/317180/bully-by-penelope-douglas/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.penguinrandomhouse.com/books/317180/bully-by-penelope-douglas/"
          ]
        },
        {
          "id": "review:bully:source:publisher",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.penguinrandomhouse.com/books/317180/bully-by-penelope-douglas/",
          "source_name": "Berkley / Penguin Random House",
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          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:bully:source:author",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://pendouglas.com/books/fall-away-series/bully/",
          "source_name": "Penelope Douglas: Bully and Chapter 1",
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          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:bully:source:series",
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          "source_url": "https://pendouglas.com/books/fall-away-series/",
          "source_name": "Penelope Douglas: Fall Away order",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:bully:source:indie",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://indiereader.com/book_review/bully-fall-away/",
          "source_name": "IndieReader / Catherine Langrehr",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:bully:source:aar",
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          "source_url": "https://allaboutromance.com/book-review/bully-by-penelope-douglas/",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:bully:source:aestas",
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          "source_name": "Aestas Book Blog",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:bully:source:rose",
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          "source_url": "https://rosepetals1984.wordpress.com/2013/07/15/review-bully-by-penelope-douglas/",
          "source_name": "Rose Summers / Writing through Rose Tinted Glasses",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:bully:source:bookish",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.bookish-delights.com/bully-by-penelope-douglas-book-review/",
          "source_name": "Bookish Delights",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.bookish-delights.com/bully-by-penelope-douglas-book-review/"
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        },
        {
          "id": "review:bully:source:bruin",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://bookbruin.wordpress.com/2022/10/05/review-bully-and-until-you-by-penelope-douglas/",
          "source_name": "Book Bruin",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:bully:source:natasha",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://natashaisabookjunkie.com/2015/01/12/bully-penelope-douglas/",
          "source_name": "Natasha is a Book Junkie",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:bully:source:eclectic",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://eclecticreview.com/2026/04/18/bully-the-fall-away-1-by-penelope-douglas/",
          "source_name": "The Eclectic Review / Sharon Clayton",
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          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:bully:source:audible",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.audible.com/en_US/pd/Bully-Audiobook/B00KDPJU8K",
          "source_name": "Audible: English recording and selected reader comments",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:bully:source:bookshop",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://bookshop.org/p/books/bully-penelope-douglas/6e4fe0ade9847e2d?ean=9780451477101",
          "source_name": "Bookshop.org: Berkley paperback",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:bully:source:amazon",
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          "source_url": "https://www.amazon.com/dp/0451477103",
          "source_name": "Amazon US paperback",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "independent_root_ids": [
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        },
        {
          "id": "review:bully:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
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          "source_name": "Penelope Douglas: Bully and Chapter 1",
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          "retrieved_at": "2026-10-10",
          "evidence_summary": "Author sample identifies Tate as sixteen-year-old girl and Jared as the boy who was her best friend; synopsis and critical account establish these two as central romantic leads.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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        },
        {
          "id": "review:bully:discovery:romance_role",
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          "source_name": "IndieReader / Catherine Langrehr",
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          "evidence_summary": "Directly inspected criticism evaluates the Tate/Jared central love story, repair and romantic resolution throughout the novel, beyond a retailer genre category.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
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          "independent_root_ids": [
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        },
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          "source_name": "Aestas Book Blog",
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          "evidence_summary": "Firsthand reviewer explicitly reports sex scenes that are not fade to black.",
          "confidence": "Moderate",
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          "evidence_summary": "Owner visually inspected publisher cover against title, author and exact edition ISBN.",
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        },
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        }
      ],
      "romance_role": "PRIMARY",
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          "status": "PROVISIONAL"
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        "pairing": {
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      "created_at": "2026-10-10",
      "source_record_id": "eikna-romance:bully",
      "title": "Bully",
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          "display_name": "Penelope Douglas",
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      "editorial_summary": "Bully centres a relationship that several critics find difficult to support: Tate’s former childhood friend becomes the person who makes school feel unbearable. The question is how much emotional intensity you want from a romance, and how much demonstrated repair you need before you can believe its reconciliation. This researched assessment compares named criticism and reader responses; it does not claim a firsthand reading.",
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          "emotional_impact": 3.5,
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          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Consider Bully for fierce high-school conflict and a childhood bond under pressure. Its ability to generate tension is better supported than its handling of accountability; readers who need substantial repair before reunion should approach cautiously.",
        "strengths": [
          "Strong tension, insufficiently secure repair",
          "Specific emotional histories, disputed growth",
          "Readable relationship suspense with qualifications",
          "Potent attachment with a serious trust reservation"
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          "The directly inspected author sample depicts intimidation, alcohol at a teenage party and Tate’s bodily fear response. Bullying and social humiliation are central. Book Bruin reports parental abuse, bereavement, attempted sexual assault and recording without consent across its combined Bully/Until You review; those additional flags are reported series-adjacent evidence, with individual-book allocation pending. This is not an exhaustive warning list."
        ],
        "recommended_for": [
          "Best for readers comfortable examining a toxic teenage relationship in mature fiction, with humiliation and possessiveness central to the conflict. Avoid it if prolonged cruelty from the eventual love interest, quick forgiveness or a school setting will prevent emotional investment."
        ],
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          "Best for readers comfortable examining a toxic teenage relationship in mature fiction, with humiliation and possessiveness central to the conflict. Avoid it if prolonged cruelty from the eventual love interest, quick forgiveness or a school setting will prevent emotional investment."
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          "mapping_note": "Retain formal enum UNKNOWN until precise outcome scope supported.",
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          "cover assessment pending",
          "Editorial record review pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "proposed_value": "Bloom Books / Sourcebooks",
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          "id": "review:lola-and-the-millionaires-part-one:source:audible",
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          "3.5/5 provisional: vulnerability gives Lola a clear emotional role, but cast engagement is disputed.",
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          "4/5 provisional: independent responses support tenderness and meaningful vulnerability, without promising a uniformly soothing experience."
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      "title": "Birthday Girl",
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          "source": "https://www.penguinrandomhouse.com/books/741690/birthday-girl-by-penelope-douglas/"
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          "heat": null,
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        "verdict_summary": "Consider Birthday Girl for a long domestic slow burn whose chemistry and everyday compatibility are repeatedly praised. Skip it if a nineteen-year gap, the heroine's housing dependence or romance with her boyfriend's father makes the central relationship impossible to support.",
        "strengths": [
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        ],
        "recommended_for": [
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        ],
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      "title": "A Lie for a Lie",
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      ],
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      "description_source": "https://helenahunting.com/books/a-lie-for-a-lie/",
      "description_is_publisher_copy": null,
      "editorial_summary": "A Lie for a Lie combines a chance meeting, an intense month together, a year-long separation and a later secret-child reveal. The official synopsis stops at 'secrets,' so the child detail is supported by directly inspected independent reviews and retail criticism rather than smuggled into the publisher's words. This researched assessment does not claim a firsthand reading.",
      "genre": null,
      "subgenres": [],
      "primary_trope": null,
      "tropes": [],
      "unmapped_trope_candidates": [],
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      "pairing_confidence": null,
      "pairing_evidence": [
        {
          "evidence_id": "review:a-lie-for-a-lie:discovery:pairing",
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        }
      ],
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      "heat_score": null,
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      "heat_evidence": [],
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      "ending_confidence": null,
      "ending_evidence": [],
      "moods": [],
      "pacing": "unknown",
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "representation": [],
      "content_warnings": [],
      "content_warnings_assessed": false,
      "cover": {
        "image_url": "/images/book-covers/a-lie-for-a-lie.webp",
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        "isbn_or_edition_match": "9781542015356",
        "confidence": "High",
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      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/dp/1542015359?tag=eiknaromance-20",
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        "kobo": null,
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        "other": []
      },
      "kindle_unlimited": "UNKNOWN",
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      "review": {
        "review_url": "https://eiknaromance.com/reviews/a-lie-for-a-lie/",
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        "score_coverage_percent": 85,
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          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "Consider A Lie for a Lie for a sweet, explicit second chance with a secret child and a gentler hockey-community frame. Its likable central pair is better supported than the plausibility of the separation and delayed disclosure.",
        "strengths": [
          "Warm second chance constrained by the credibility of its secret",
          "Appealing leads with uneven time to develop",
          "Readable and emotional, but highly convenient",
          "Comforting for trope-friendly readers, brittle for skeptics"
        ],
        "cautions": [
          "The directly inspected critical review reports panic attacks/disorders, sexual content, mention of school shootings, pregnancy, vomiting and misogyny. The story also centers identity concealment, a secret child and delayed disclosure. These are selected reported notes, not a complete full-text content audit."
        ],
        "recommended_for": [
          "Best for readers who enjoy surprise-parenthood reconciliation, instant early attachment and affectionate domestic scenes. Avoid it if withheld-child plots, convenient missed contact, pregnancy-linked conflict or very rapid emotional intimacy frustrate you."
        ],
        "not_for_readers_seeking": [
          "Best for readers who enjoy surprise-parenthood reconciliation, instant early attachment and affectionate domestic scenes. Avoid it if withheld-child plots, convenient missed contact, pregnancy-linked conflict or very rapid emotional intimacy frustrate you."
        ],
        "status": "PUBLISHED_RESEARCHED_ASSESSMENT"
      },
      "created_at": null,
      "updated_at": "2026-10-10",
      "reviewed_at": "2026-10-10",
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      "record_version": 3,
      "source_record_id": "eikna-romance:a-lie-for-a-lie",
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        "slow_burn",
        "heat_level",
        "ending",
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        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "eikna": {
        "eikna_book_id": null,
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        "last_submitted_at": null,
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        "proposal_ids": [],
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      },
      "evidence": [
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          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and credited author inspected in the linked author, publisher or attributed trade source.",
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          "independence_checked": true,
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          "independent_root_ids": [
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        },
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            "Helena Hunting"
          ],
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          "source_name": "helenahunting.com",
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          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Title and credited author inspected in the linked author, publisher or attributed trade source.",
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        },
        {
          "id": "ev:e4bf46a4bebb23d3924f",
          "field": "editorial_summary",
          "proposed_value": "An Alaska connection and an unplanned separation lead to a reunion with lasting consequences.",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Publisher",
          "source_type": "EDITORIAL",
          "retrieved_at": "2026-10-04",
          "retrieved_at_precision": "date",
          "evidence_summary": "Original researched summary based on the cited premise.",
          "confidence": null,
          "origin": "EDITORIAL_JUDGMENT",
          "verification_status": "REPORTED",
          "independence_checked": false,
          "lineage_origins": [
            "EDITORIAL_JUDGMENT"
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          "independent_root_ids": []
        },
        {
          "id": "review:a-lie-for-a-lie:title",
          "field": "title",
          "proposed_value": "A Lie for a Lie",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://helenahunting.com/books/a-lie-for-a-lie/"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Helena Hunting",
              "role": "AUTHOR",
              "source": "https://helenahunting.com/books/a-lie-for-a-lie/"
            }
          ],
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "lineage_origins": [
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        },
        {
          "id": "review:a-lie-for-a-lie:isbn_13",
          "field": "isbn_13",
          "proposed_value": "9781542015356",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://helenahunting.com/books/a-lie-for-a-lie/"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://helenahunting.com/books/a-lie-for-a-lie/"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:publication_date",
          "field": "publication_date",
          "proposed_value": "2019-10-15",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://helenahunting.com/books/a-lie-for-a-lie/"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:publisher",
          "field": "publisher",
          "proposed_value": "Montlake Romance / Amazon Publishing",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://helenahunting.com/books/a-lie-for-a-lie/"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Helena Hunting: A Lie for a Lie",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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        },
        {
          "id": "review:a-lie-for-a-lie:source:author",
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          "source_name": "Helena Hunting: synopsis and sample",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://helenahunting.com/books/a-lie-for-a-lie/"
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        },
        {
          "id": "review:a-lie-for-a-lie:source:series",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Helena Hunting: All In #1",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://helenahunting.com/books/a-lie-for-a-lie/"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:source:edition",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.barnesandnoble.com/w/a-lie-for-a-lie-helena-hunting/1131825741?ean=9781542015356",
          "source_name": "Barnes & Noble paperback record",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:a-lie-for-a-lie:source:rambling",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.theramblingbooknerd.com/post/a-lie-for-a-lie-by-helena-hunting",
          "source_name": "The Rambling Book Nerd / Alisha Eadle",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.theramblingbooknerd.com/post/a-lie-for-a-lie-by-helena-hunting"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:source:medium",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://medium.com/reviewsday-tuesday/book-review-a-lie-for-a-lie-by-helena-hunting-895b5c413390",
          "source_name": "Margherita Reads",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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        },
        {
          "id": "review:a-lie-for-a-lie:source:booksetc",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://booksetcetera.substack.com/p/review-lie-for-lie",
          "source_name": "Books Etc. / Kaley Stewart",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
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          "independent_root_ids": [
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        },
        {
          "id": "review:a-lie-for-a-lie:source:daisy",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://daisyknox.com/2021/05/20/a-lie-for-a-lie-helena-hunting-all-in-series-book-1/",
          "source_name": "Daisy Knox",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:a-lie-for-a-lie:source:audible",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.audible.com/pd/A-Lie-for-a-Lie-Audiobook/179974874X",
          "source_name": "Audible: A Lie for a Lie",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.audible.com/pd/A-Lie-for-a-Lie-Audiobook/179974874X"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:source:bookshop",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://bookshop.org/p/books/a-lie-for-a-lie-helena-hunting/3a09f14add356301?ean=9781542015356",
          "source_name": "Bookshop.org paperback",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
            "https://bookshop.org/p/books/a-lie-for-a-lie-helena-hunting/3a09f14add356301?ean=9781542015356"
          ]
        },
        {
          "id": "review:a-lie-for-a-lie:source:amazon",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.amazon.com/dp/1542015359",
          "source_name": "Amazon US paperback",
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          "retrieved_at": "2026-10-10",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
            "https://www.amazon.com/dp/1542015359"
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        },
        {
          "id": "review:a-lie-for-a-lie:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Helena Hunting: synopsis and sample",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Official synopsis identifies Lainey and Rook as the central woman/man pairing.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:a-lie-for-a-lie:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Helena Hunting: synopsis and sample",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Author markets the work as a romantic comedy centered on the couple.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "cover:a-lie-for-a-lie",
          "field": "cover",
          "proposed_value": {
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            "source_name": "Publisher or author cover",
            "isbn_or_edition_match": "9781542015356",
            "confidence": "High",
            "assessment_status": "VERIFIED"
          },
          "source_url": "https://helenahunting.com/books/a-lie-for-a-lie/",
          "source_name": "Publisher or author cover",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-10",
          "evidence_summary": "Owner visually inspected authentic cover against title, author and exact edition identity.",
          "confidence": "High",
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      "editorial_summary": "Vicious brings a school-era bully back into the heroine’s working life a decade later. Emilia’s family once depended on his household; the adult reunion carries that history into a new imbalance. The question for readers is how much repair they need before attraction becomes a convincing romance.",
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          "Books and Prejudice reports childhood violence and neglect, sustained bullying and manipulation. The publisher establishes school-era history. The checked 2024 paperback also contains Defy, a separate teacher/student prequel; that additional story is not assessed here. These are identified concerns, not an exhaustive warning list."
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          "evidence_summary": "Owner visually inspected authentic published cover against title and author; edition artwork scope is stated in the review.",
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      "editorial_summary": "Passion or Penalty offers a compact reunion between Melanie Taylor and West, the professional hockey player she once confessed her feelings to. Her brother’s best friend now plays for the D.C. Eagles, bringing an old embarrassment back into reach. The author confirms the family-friend connection, and the audio publisher describes the romance as closed-door.",
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          "Mixed: recognizable affection is constrained by fast reconnection.",
          "Weaknesses slightly outweigh strengths in the inspected evidence.",
          "Mixed: accessible brevity has development costs.",
          "Weaknesses slightly outweigh strengths; warmth is better supported than depth."
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          "The audio publisher lists childhood trauma and anxiety. Selected readers dispute how anxiety is represented. These notes are supported boundaries, not a complete depiction-level audit or medical judgment. No absence-of-cheating or absence-of-breakup guarantee is asserted from the small selected sample."
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          "Best for a short brother’s-best-friend story and uncomplicated affection. Approach cautiously if you need gradual reconnection, substantial hockey action or nuanced anxiety representation."
        ],
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          "Best for a short brother’s-best-friend story and uncomplicated affection. Approach cautiously if you need gradual reconnection, substantial hockey action or nuanced anxiety representation."
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        "isbn_or_edition_match": "9798347024827",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        },
        {
          "id": "review:the-penalty:publisher",
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          "proposed_value": "Podium Audio",
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          "id": "review:the-penalty:source:series",
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        },
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          "source_type": "OTHER",
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          "confidence": "High",
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          "independence_checked": true,
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        },
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          "field": "romance_role",
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          "source_type": "OTHER",
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          "evidence_summary": "Relationship-centered official premise and romance category, corroborated by substantive independent reviews.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
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        },
        {
          "id": "cover:the-penalty",
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          "proposed_value": {
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          "source_url": "https://podiumentertainment.com/titles/122072/the-penalty",
          "source_name": "Publisher or author cover",
          "source_type": "PUBLISHER",
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          "evidence_summary": "Owner visually inspected authentic published cover against title and author; edition artwork scope is stated in the review.",
          "confidence": "High",
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          "confidence": "High",
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        },
        "publisher": {
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      "title": "Playing for Keeps",
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        {
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      "editorial_summary": "Kendall Ryan's Playing for Keeps is a brother's-best-friend hockey romance about turning an established friendship into a relationship after a complicated first night. Justin Brady plays alongside Elise Parrish's brother Owen, so wanting her also means risking a friendship and a shared team life. This novel begins Ryan's Hot Jocks series; it is separate from Becka Mack's Playing for Keeps series.",
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        "verdict_summary": "A supported choice for a familiar, affectionate hockey romance built on friendship. Readers needing an especially distinctive plot or fully developed supporting cast should weigh the mixed criticism.",
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          "Appealing warmth with disputed depth.",
          "Readable familiarity, with distinctiveness and pacing limits.",
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          "The author identifies alcohol around the initial sexual encounter. Rebecca discusses secrecy, insecurity and Justin's past casual relationships; Ana describes distress the following morning. These are partial reader notes, not a comprehensive warning audit. No claim of absent cheating, coercion or a third-act breakup is made."
        ],
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          "Best for friendship becoming attraction, private hookups becoming emotional commitments and a teammate's sister creating social complications. Approach cautiously if alcohol around intimacy, secrecy or a protective brother are firm boundaries."
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      "source_record_id": "eikna-romance:the-penalty-nikki-jewell",
      "title": "The Penalty",
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          "Qualitative: vulnerability and small gestures have limited firsthand support.",
          "Qualitative: wit appeals to one reader, while a critic questions hockey continuity.",
          "Qualitative: belonging and tenderness may appeal; no numerical emotional judgment is supported."
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          "Best for supportive affection, shared interests and a protective-team setting. Less suitable when credible sporting progression or a fully checked content-warning record is essential."
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          "evidence_summary": "Licensed synopsis names male enemy teammate Quinton and describes the central same-sex hookup connection; named independent reviews identify Oakley and Quinton.",
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          ],
          "independent_root_ids": [
            "https://www.ipgbook.com/unrivaled-products-9781641085212.php"
          ]
        },
        {
          "id": "review:unrivaled:edition_type",
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          "proposed_value": "paperback",
          "source_url": "https://www.ipgbook.com/unrivaled-products-9781641085212.php",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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            "https://www.ipgbook.com/unrivaled-products-9781641085212.php"
          ]
        },
        {
          "id": "review:unrivaled:publication_date",
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          "source_url": "https://bookshop.org/p/books/unrivaled-ashlyn-kane/1ac22fb4fe22e139?ean=9781641085212",
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          "confidence": "High",
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        },
        {
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          "source_url": "https://www.ipgbook.com/unrivaled-products-9781641085212.php",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        {
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          "source_name": "Ashlyn Kane official Unrivaled description",
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          "source_name": "Ashlyn Kane official series reading guidance",
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          "source_name": "Ashlyn Kane official Unrivaled description",
          "source_type": "OTHER",
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          "evidence_summary": "Author identifies Grady and Max as the two male hockey players entering the romantic and sexual relationship.",
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          "source_name": "Geoff Whaley independent review",
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            "confidence": "High",
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          "evidence_summary": "Owner visually inspected authentic published cover against title and author; edition artwork scope is stated in the review.",
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          "evidence_summary": "The named source supports this series scope or position; final closure and prerequisites remain separate.",
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        {
          "id": "review:power-plays-straight-as:source:publisher",
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          "Identified criticism reports appearance-based insults, body insecurity, past parental death and a late relationship rupture. These are partial boundary notes, not a complete warning inventory. Consent details, full severity and scene timing remain unknown; low-angst recommendations by individual critics do not establish an absence of painful material."
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          "Best for a college bucket list, trusted companionship becoming intimate and chemistry jokes. Approach cautiously if appearance-led attraction, lightly developed motivations or an abrupt repair tend to undermine your investment."
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        {
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        {
          "id": "review:the-friend-zone-sariah-wilson:source:audio-series",
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        {
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      "title": "Never Sweeter",
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          "source_url": "https://katestewartwrites.com/products/the-guy-on-the-right",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-11",
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          "confidence": "High",
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-guy-on-the-right:isbn_13",
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          "proposed_value": "9781966332008",
          "source_url": "https://www.amazon.com/dp/1966332009",
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          "source_type": "RETAILER",
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          "confidence": "High",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.amazon.com/dp/1966332009"
          ]
        },
        {
          "id": "review:the-guy-on-the-right:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.amazon.com/dp/1966332009",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.amazon.com/dp/1966332009"
          ]
        },
        {
          "id": "review:the-guy-on-the-right:publication_date",
          "field": "publication_date",
          "proposed_value": "2019-07-23",
          "source_url": "https://www.amazon.com/dp/1966332009",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.amazon.com/dp/1966332009"
          ]
        },
        {
          "id": "review:the-guy-on-the-right:publisher",
          "field": "publisher",
          "proposed_value": "KLS Press",
          "source_url": "https://www.amazon.com/dp/1966332009",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.amazon.com/dp/1966332009"
          ]
        },
        {
          "id": "review:the-guy-on-the-right:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://katestewartwrites.com/products/the-guy-on-the-right",
          "source_name": "Kate Stewart official product page",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          "independent_root_ids": [
            "https://katestewartwrites.com/products/the-guy-on-the-right"
          ]
        },
        {
          "id": "review:the-guy-on-the-right:source:amazon",
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          "source_name": "Amazon US exact KLS Press paperback",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "independent_root_ids": [
            "https://www.amazon.com/dp/1966332009"
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        },
        {
          "id": "review:the-guy-on-the-right:source:audible",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.audible.com/ac/The-Guy-on-the-Right-Audiobook/1690558369",
          "source_name": "Audible US exact audiobook",
          "source_type": "RETAILER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          ]
        },
        {
          "id": "review:the-guy-on-the-right:source:libro",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://libro.fm/audiobooks/9781666560442-the-guy-on-the-right",
          "source_name": "Libro.fm exact audiobook",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:the-guy-on-the-right:source:ali",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://alisbooks.wordpress.com/2019/09/17/the-guy-on-the-right-review/",
          "source_name": "Ali’s Books firsthand review",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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        },
        {
          "id": "review:the-guy-on-the-right:source:dini",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://dinipandareads.com/2020/03/10/review-the-guy-on-the-right-the-underdogs-1-by-kate-stewart/",
          "source_name": "Dini at Dinipanda Reads",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
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          ]
        },
        {
          "id": "review:the-guy-on-the-right:source:fairest",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "Fairest of All Book Reviews",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:the-guy-on-the-right:source:hea",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.heanovelthoughts.com/review-guy-on-the-right-kate-stewart/",
          "source_name": "HEA Novel Thoughts review",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:the-guy-on-the-right:source:ana",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://anasattic.com/the-guy-on-the-right/",
          "source_name": "Ana’s Attic audiobook reread review",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://anasattic.com/the-guy-on-the-right/"
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        },
        {
          "id": "review:the-guy-on-the-right:source:viciouspencer",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/reviews/db288a79-ead6-4c20-a938-79119673c2ce",
          "source_name": "StoryGraph selected viciouspencer testimony",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:the-guy-on-the-right:source:storygraph-critical",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/reviews/ce6b4c2e-8433-4151-b4dc-e1f8d8232617",
          "source_name": "StoryGraph selected emmareadstoomuch testimony",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
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          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:the-guy-on-the-right:source:storygraph-dnf",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/book_reviews/477124b2-440e-42bc-878d-e1ac393b2ccc?dnf=true",
          "source_name": "StoryGraph selected DNF testimony",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
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          "independent_root_ids": [
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        },
        {
          "id": "review:the-guy-on-the-right:source:google-books",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://books.google.com/books/about/The_Guy_on_the_Right.html?id=dZcG0QEACAAJ",
          "source_name": "Google Books bibliographic record",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://books.google.com/books/about/The_Guy_on_the_Right.html?id=dZcG0QEACAAJ"
          ]
        },
        {
          "id": "review:the-guy-on-the-right:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://katestewartwrites.com/products/the-guy-on-the-right",
          "source_name": "Kate Stewart official product page",
          "source_type": "AUTHOR",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "The official author description identifies Theodore as the male lead and Laney as the woman he wants; independent critics analyze them as the central romantic couple.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://katestewartwrites.com/products/the-guy-on-the-right"
          ]
        },
        {
          "id": "review:the-guy-on-the-right:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://dinipandareads.com/2020/03/10/review-the-guy-on-the-right-the-underdogs-1-by-kate-stewart/",
          "source_name": "Dini at Dinipanda Reads",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Detailed firsthand criticism follows Theo and Laney’s newly formed college friendship into the book’s central romance.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:the-guy-on-the-right:discovery:sexual_content",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://dinipandareads.com/2020/03/10/review-the-guy-on-the-right-the-underdogs-1-by-kate-stewart/",
          "source_name": "Dini at Dinipanda Reads",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Dini directly reports multiple steamy scenes; Ali independently reports hot moments.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:the-guy-on-the-right:discovery:slow_burn",
          "field": "slow_burn",
          "proposed_value": true,
          "source_url": "https://alisbooks.wordpress.com/2019/09/17/the-guy-on-the-right-review/",
          "source_name": "Ali’s Books firsthand review",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Ali explicitly describes a friendship-first slow burn; Dini, Fairest and Ana’s Attic corroborate the gradual progression.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "cover:the-guy-on-the-right",
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          "proposed_value": {
            "image_url": "/images/book-covers/the-guy-on-the-right.webp",
            "source_url": "https://www.amazon.com/dp/1966332009",
            "source_name": "Inspected official cover",
            "isbn_or_edition_match": "9781966332008",
            "confidence": "High",
            "assessment_status": "VERIFIED"
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          "source_url": "https://www.amazon.com/dp/1966332009",
          "source_name": "Publisher or author cover",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "Owner visually inspected authentic published cover against title and author; edition artwork scope is stated in the review.",
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        },
        {
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          "source_url": "https://www.audible.com/ac/The-Guy-on-the-Right-Audiobook/1690558369",
          "source_name": "Audible US exact audiobook",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-11",
          "evidence_summary": "The named source supports this series scope or position; final closure and prerequisites remain separate.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
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          "independent_root_ids": [
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          ]
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
        "title": {
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          "evidence_ids": [
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        "authors": {
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        },
        "pairing": {
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          "assessed_at": "2026-10-11",
          "evidence_ids": [
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        },
        "romance_role": {
          "status": "VERIFIED",
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          "evidence_ids": [
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        "sexual_content": {
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          "assessed_at": "2026-10-11",
          "evidence_ids": [
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        "slow_burn": {
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        },
        "genre": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "tropes": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "heat_level": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "ending": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "cover": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-11",
          "evidence_ids": [
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        },
        "series": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-11",
          "evidence_ids": [
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          ]
        }
      },
      "field_provenance": {
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    {
      "title": "Painted Scars",
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          "Recurring imagery and quick banter give the book voice; contrary readers find repetition and thin plotting.",
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          "Best for readers who want an enforcer hero, a working-class heroine, addiction-shaped family history, slow burn and chosen-brother loyalty. Avoid if possessive pursuit, cage fighting, addiction material, organized-crime violence or romance serving series setup are hard limits."
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      "title": "Twisted Bonds",
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      "editorial_summary": "Sal Casillas is a professional footballer whose childhood idol, recently retired international star Reiner Kulti, arrives as an assistant coach for her team. His silence and hostility replace the fantasy she remembers, while repeated training, community and family contact gradually turn antagonism into friendship.",
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          4.0,
          3.0,
          4.0
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          "Coach-player power, insulting language, jealousy, career retaliation, sexism in sport, alcohol use and late sexual content appear in inspected criticism. Notes are attributed and non-exhaustive."
        ],
        "recommended_for": [
          "Best for readers who want professional women's football, enemies-to-friends-to-lovers progression and a very delayed romantic payoff. Avoid if coach-player authority, insulting banter, jealousy, age-gap context or hundreds of pages of first-person interiority are poor fits."
        ],
        "not_for_readers_seeking": [
          "Best for readers who want professional women's football, enemies-to-friends-to-lovers progression and a very delayed romantic payoff. Avoid if coach-player authority, insulting banter, jealousy, age-gap context or hundreds of pages of first-person interiority are poor fits."
        ]
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      ],
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        "canonical_taxonomy_ids"
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          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
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        ],
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      "pairing_evidence": [
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        },
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          "id": "review:love-lettering:edition_type",
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        },
        {
          "id": "review:love-lettering:publisher",
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          "proposed_value": "Kensington",
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        {
          "id": "review:love-lettering:source:publisher",
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      "created_at": "2026-10-12",
      "source_record_id": "eikna-romance:the-unrequited-saffron-kent",
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      "title": "Loathed: Lagan",
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          "Professor-student authority, fame and loss of privacy, panic attacks, divorce history, sexual-assault discussion involving a side character and explicit sex appear in inspected material. Notes are attributed and non-exhaustive."
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        "recommended_for": [
          "Best for readers who want a twenty-six-year-old returning student, former pop star, supportive professor and low-conflict personal growth. Avoid if any current teaching authority is a hard limit or if you need sustained external conflict."
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      "created_at": "2026-10-12",
      "source_record_id": "eikna-romance:my-professor-rs-grey",
      "title": "My Professor",
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        {
          "display_name": "R.S. Grey",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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        "review_date": "2026-10-12",
        "rating_if_used": 3.4,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 3.5,
          "characters": 3.0,
          "writing": 3.5,
          "emotional_impact": 3.5,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "A direct, high-angst father's-best-friend second chance with strong forbidden chemistry, limited by divisive breakup logic, engagement complications and a family betrayal that some readers cannot romanticize.",
        "strengths": [
          3.5,
          3.0,
          3.5,
          3.5
        ],
        "cautions": [
          "Age gap, father's-best-friend family boundary, past affair, engagement conflict, secrecy, emotional infidelity concerns and explicit sex appear in inspected material. Notes are attributed and non-exhaustive."
        ],
        "recommended_for": [
          "Best for readers who want father's best friend, age gap, past affair, three years apart, engagement complication and explicit second chance. Avoid if emotional infidelity, godparent-like family closeness, secrecy or indecisive breakup logic are hard limits."
        ],
        "not_for_readers_seeking": [
          "Best for readers who want father's best friend, age gap, past affair, three years apart, engagement complication and explicit second chance. Avoid if emotional infidelity, godparent-like family closeness, secrecy or indecisive breakup logic are hard limits."
        ]
      },
      "series": {
        "name": null,
        "number": null,
        "status": "NO_SERIES_POSITION_ASSERTED"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/dp/B0B7RXPPY3?tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "edition_records": [
        {
          "isbn13": "9798360448297",
          "format": "paperback",
          "publication_date": "2022-11-08",
          "publisher": "Independently Published",
          "page_count": 300,
          "source": "https://bookshop.org/p/books/what-was-meant-to-be-q-b-tyler/d73758be33ea7914"
        }
      ],
      "reported_discovery_notes": [
        {
          "field": "dads_best_friend",
          "reported_value": true,
          "source_url": "https://authorqbtyler.com/book/what-was-meant-to-be/",
          "source_name": "Q.B. Tyler official book page",
          "checked_at": "2026-10-12",
          "evidence_summary": "The inspected official premise directly identifies one romantic lead as the other lead's father's best friend.",
          "mapping_note": "Direct parent-friend match; best-friend's-parent and boyfriend's-parent adjacencies remain excluded.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://authorqbtyler.com/book/what-was-meant-to-be/",
          "https://bookshop.org/p/books/what-was-meant-to-be-q-b-tyler/d73758be33ea7914"
        ]
      },
      "content_hash": "0973a40f83b35c19e697db077485144ec4fb5e54e2efbe969c8c71a50a431bc2"
    },
    {
      "subtitle": null,
      "isbn_10": null,
      "first_publication_year": null,
      "description": null,
      "description_is_publisher_copy": null,
      "genre": null,
      "primary_trope": null,
      "pairing_confidence": null,
      "heat_score": null,
      "ending_confidence": null,
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "cover": {
        "image_url": "/images/page-features/reviews--if-you-want-me-helena-hunting.webp",
        "source_url": "https://helenahunting.com/books/if-you-want-me/",
        "source_name": "Inspected authentic published cover",
        "isbn_or_edition_match": "9781989185841",
        "confidence": "High",
        "assessment_status": "VERIFIED"
      },
      "availability_checked_at": null,
      "reviewed_at": "2026-10-12",
      "reviewed_by": "Eikna Editorial Team",
      "romance_scope_evidence": [
        {
          "evidence_id": "review:if-you-want-me-helena-hunting:discovery:romance_role",
          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "status": "REPORTED"
        }
      ],
      "subgenres": [],
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "proposed_name": "Dad's Best Friend",
          "eikna_trope_id": null,
          "local_slug": "dads-best-friend",
          "evidence": [
            "local-trope:if-you-want-me-helena-hunting:dads-best-friend:86ec422a5a"
          ],
          "status": "VERIFIED",
          "notes": "The author identifies Hollis as the father’s best friend and teammate, Aurora as his best friend's adult daughter working in the team front office, and the hockey-family secrecy barrier."
        }
      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:if-you-want-me-helena-hunting:discovery:pairing",
          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "status": "REPORTED"
        }
      ],
      "heat_evidence": [
        {
          "evidence_id": "review:if-you-want-me-helena-hunting:discovery:sexual_content",
          "source_url": "https://www.aboutthatstory.com/2024/07/book-review-if-you-want-me-by-helena.html",
          "status": "REPORTED"
        }
      ],
      "ending_evidence": [],
      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
          "id": "review:if-you-want-me-helena-hunting:title",
          "field": "title",
          "proposed_value": "If You Want Me",
          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://helenahunting.com/books/if-you-want-me/"
          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Helena Hunting",
              "role": "AUTHOR",
              "source": "https://helenahunting.com/books/if-you-want-me/"
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          ],
          "source_url": "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2"
          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:isbn_13",
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          "source_url": "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2"
          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2"
          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:publication_date",
          "field": "publication_date",
          "proposed_value": "2024-07-11",
          "source_url": "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2"
          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:publisher",
          "field": "publisher",
          "proposed_value": "Ink & Cupcakes, Inc.",
          "source_url": "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2"
          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "source_name": "Helena Hunting official If You Want Me page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
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          "lineage_origins": [
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          "independent_root_ids": [
            "https://helenahunting.com/books/if-you-want-me/"
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        },
        {
          "id": "review:if-you-want-me-helena-hunting:source:edition",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2",
          "source_name": "Bookshop exact paperback record",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2"
          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:source:critic1",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.aboutthatstory.com/2024/07/book-review-if-you-want-me-by-helena.html",
          "source_name": "About That Story",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.aboutthatstory.com/2024/07/book-review-if-you-want-me-by-helena.html"
          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:source:critic2",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://ajbookremarks.com/2024/07/11/if-you-want-me-by-helena-hunting/",
          "source_name": "AJ Book Remarks",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://ajbookremarks.com/2024/07/11/if-you-want-me-by-helena-hunting/"
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        },
        {
          "id": "review:if-you-want-me-helena-hunting:source:contrary",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.goodreads.com/book/show/214333856-if-you-want-me",
          "source_name": "Selected Goodreads criticism",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independence_checked": true,
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          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "source_name": "Helena Hunting official If You Want Me page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "The official premise centers the developing relationship.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
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          ]
        },
        {
          "id": "review:if-you-want-me-helena-hunting:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "source_name": "Helena Hunting official If You Want Me page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "The official premise names a woman and a man as the central pair.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:if-you-want-me-helena-hunting:discovery:sexual_content",
          "field": "sexual_content",
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          "source_url": "https://www.aboutthatstory.com/2024/07/book-review-if-you-want-me-by-helena.html",
          "source_name": "About That Story",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Firsthand criticism reports on-page sexual content.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.aboutthatstory.com/2024/07/book-review-if-you-want-me-by-helena.html"
          ]
        },
        {
          "id": "series:if-you-want-me-helena-hunting",
          "field": "series",
          "proposed_value": {
            "name": "The Toronto Terror",
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            "status": "VERIFIED_SERIES_POSITION"
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          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "source_name": "Helena Hunting official If You Want Me page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Official source supports series scope; closure remains separate.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://helenahunting.com/books/if-you-want-me/"
          ]
        },
        {
          "id": "cover:if-you-want-me-helena-hunting",
          "field": "cover",
          "proposed_value": {
            "image_url": "/images/page-features/reviews--if-you-want-me-helena-hunting.webp",
            "source_url": "https://helenahunting.com/books/if-you-want-me/",
            "source_name": "Inspected authentic published cover",
            "isbn_or_edition_match": "9781989185841",
            "confidence": "High",
            "assessment_status": "VERIFIED"
          },
          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "source_name": "Inspected published cover source",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Downloaded bytes were visually inspected for title and author identity; edition scope remains explicit.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://helenahunting.com/books/if-you-want-me/"
          ]
        },
        {
          "id": "local-trope:if-you-want-me-helena-hunting:dads-best-friend:86ec422a5a",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Dad's Best Friend",
          "source_url": "https://helenahunting.com/books/if-you-want-me/",
          "source_name": "Helena Hunting official If You Want Me page",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "The author identifies Hollis as the father’s best friend and teammate, Aurora as his best friend's adult daughter working in the team front office, and the hockey-family secrecy barrier.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
            "https://helenahunting.com/books/if-you-want-me/"
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        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
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          "evidence_ids": [
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        "authors": {
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          "evidence_ids": [
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        },
        "isbn_13": {
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        "edition_type": {
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          "evidence_ids": [
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        "publisher": {
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          "assessed_at": "2026-10-12",
          "evidence_ids": [
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        },
        "romance_role": {
          "status": "REPORTED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
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          ]
        },
        "pairing": {
          "status": "REPORTED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
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        },
        "sexual_content": {
          "status": "REPORTED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
            "review:if-you-want-me-helena-hunting:discovery:sexual_content"
          ]
        },
        "genre": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "tropes": {
          "status": "NOT_ASSESSED",
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          "evidence_ids": []
        },
        "heat_level": {
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          "assessed_at": null,
          "evidence_ids": []
        },
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        },
        "cover": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
            "cover:if-you-want-me-helena-hunting"
          ]
        },
        "series": {
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          "evidence_ids": [
            "series:if-you-want-me-helena-hunting"
          ]
        }
      },
      "field_provenance": {
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          "evidence_ids": [
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          "evidence_ids": [
            "review:if-you-want-me-helena-hunting:publisher"
          ],
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        },
        "review": {
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          "evidence_ids": [
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            "review:if-you-want-me-helena-hunting:source:edition",
            "review:if-you-want-me-helena-hunting:source:critic1",
            "review:if-you-want-me-helena-hunting:source:critic2",
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          "evidence_ids": [
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          "evidence_ids": [
            "cover:if-you-want-me-helena-hunting"
          ]
        }
      },
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-12",
      "source_record_id": "eikna-romance:if-you-want-me-helena-hunting",
      "title": "If You Want Me",
      "authors": [
        {
          "display_name": "Helena Hunting",
          "role": "AUTHOR",
          "source": "https://helenahunting.com/books/if-you-want-me/"
        }
      ],
      "isbn_13": "9781989185841",
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      "publication_date": "2024-07-11",
      "publisher": "Ink & Cupcakes, Inc.",
      "source_url": "https://eiknaromance.com/reviews/if-you-want-me-helena-hunting/",
      "description_source": "https://helenahunting.com/books/if-you-want-me/",
      "editorial_summary": "Hollis Hendrix is a veteran Toronto hockey player and the best friend of Aurora Hammerstein's father. When Aurora begins working in the team's front office, the family-friend bond, age gap and team dynamics turn mutual attraction into a secret neither can treat as casual.",
      "updated_at": "2026-10-12",
      "record_version": 2,
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      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
      },
      "review": {
        "review_url": "https://eiknaromance.com/reviews/if-you-want-me-helena-hunting/",
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        "review_date": "2026-10-12",
        "rating_if_used": 3.9,
        "rating_status": "PROVISIONAL",
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        },
        "verdict_summary": "A warm, explicit dad's-best-friend hockey romance with credible adult ambition and found-family texture, slowed by secrecy and an extended forbidden push-pull.",
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          4.0,
          3.5,
          4.0
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          "Age gap, dad's-best-friend family boundary, professional/team overlap, secrecy, possessiveness, family pressure and explicit sex appear in inspected material. Notes are attributed and non-exhaustive."
        ],
        "recommended_for": [
          "Best for readers who want dad's best friend, hockey family, age gap, friends-to-lovers familiarity and a front-office heroine. Avoid if team secrecy, possessiveness, long internal conflict or interconnected-series cameos are poor fits."
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        "not_for_readers_seeking": [
          "Best for readers who want dad's best friend, hockey family, age gap, friends-to-lovers familiarity and a front-office heroine. Avoid if team secrecy, possessiveness, long internal conflict or interconnected-series cameos are poor fits."
        ]
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        "name": "The Toronto Terror",
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      },
      "edition_records": [
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          "page_count": 458,
          "source": "https://bookshop.org/p/books/if-you-want-me-helena-hunting/301663cccab9cfc2"
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          "origin": "EXTERNAL_SOURCE",
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      ],
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        "canonical_taxonomy_ids"
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      "readiness": {
        "ready": false,
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          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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          "https://helenahunting.com/books/if-you-want-me/"
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      "content_hash": "18cccb42e5ef6cb9ef317b6af2b7b7484acc520326d802c3d02ae048d9cf7879"
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        "isbn_or_edition_match": "9798990231221",
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          "status": "VERIFIED",
          "notes": "The author identifies Millie as Gavin's best friend's twenty-two-year-old daughter and Gavin as the Boston Bolts coach and a single father."
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      "heat_evidence": [
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          "source_url": "https://app.thestorygraph.com/reviews/defe2764-80db-4e0f-9a5c-a4398e96aac7",
          "status": "REPORTED"
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      "evidence": [
        {
          "id": "review:a-major-puck-up:title",
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          "proposed_value": "A Major Puck Up",
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.brittaneenicole.com/the-revenge-games"
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        },
        {
          "id": "review:a-major-puck-up:authors",
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          "proposed_value": [
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              "display_name": "Brittanée Nicole",
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          "source_url": "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221",
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        },
        {
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          "source_url": "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "verification_status": "VERIFIED",
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          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221"
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        },
        {
          "id": "review:a-major-puck-up:edition_type",
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          "proposed_value": "paperback",
          "source_url": "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
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          "independent_root_ids": [
            "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221"
          ]
        },
        {
          "id": "review:a-major-puck-up:publication_date",
          "field": "publication_date",
          "proposed_value": "2024-11-15",
          "source_url": "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221"
          ]
        },
        {
          "id": "review:a-major-puck-up:publisher",
          "field": "publisher",
          "proposed_value": "BB Publishing LLC",
          "source_url": "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221"
          ]
        },
        {
          "id": "review:a-major-puck-up:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.brittaneenicole.com/the-revenge-games",
          "source_name": "Brittanée Nicole official Revenge Games page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:a-major-puck-up:source:edition",
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          "source_name": "Books-A-Million exact paperback record",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
            "https://www.booksamillion.com/p/Major-Puck-Up/Brittanee-Nicole/9798990231221"
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        },
        {
          "id": "review:a-major-puck-up:source:critic1",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/reviews/defe2764-80db-4e0f-9a5c-a4398e96aac7",
          "source_name": "Selected StoryGraph positive review",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:a-major-puck-up:source:critic2",
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          "source_name": "StoryGraph review collection",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:a-major-puck-up:source:contrary",
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/book_reviews/7bfd8b42-38c2-429b-a274-da58a058c5c1?sort=lowest_rated",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
          "id": "review:a-major-puck-up:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.brittaneenicole.com/the-revenge-games",
          "source_name": "Brittanée Nicole official Revenge Games page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "The official premise centers the developing relationship.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
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        },
        {
          "id": "review:a-major-puck-up:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://www.brittaneenicole.com/the-revenge-games",
          "source_name": "Brittanée Nicole official Revenge Games page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "The official premise names a woman and a man as the central pair.",
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          "independent_root_ids": [
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        },
        {
          "id": "review:a-major-puck-up:discovery:sexual_content",
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          "source_url": "https://app.thestorygraph.com/reviews/defe2764-80db-4e0f-9a5c-a4398e96aac7",
          "source_name": "Selected StoryGraph positive review",
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          "evidence_summary": "Firsthand criticism reports on-page sexual content.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
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          ],
          "independent_root_ids": [
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        },
        {
          "id": "series:a-major-puck-up",
          "field": "series",
          "proposed_value": {
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          "lineage_origins": [
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      "created_at": "2026-10-12",
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      "title": "Ward Willing",
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      "updated_at": "2026-10-12",
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          "Best for readers who want M/M dad's best friend, age gap, political family, vice-president proximity and public secrecy. Avoid if government-work authority, outing risk, family betrayal or heightened political melodrama are poor fits."
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      },
      "series": {
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          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
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        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-06",
      "source_record_id": "eikna-romance:on-the-edge-annabeth-albert",
      "title": "On the Edge",
      "authors": [
        {
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          "source": "https://www.annabethalbert.com/books/on-the-edge/"
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      "data_status": "RESEARCHED",
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          4.0
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          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
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        "confidence": "High",
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      "availability_checked_at": null,
      "reviewed_at": "2026-10-12",
      "reviewed_by": "Eikna Editorial Team",
      "romance_scope_evidence": [
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      "unmapped_trope_candidates": [
        {
          "proposed_name": "Dad's Best Friend",
          "eikna_trope_id": null,
          "local_slug": "dads-best-friend",
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          "status": "REPORTED"
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      "representation": [],
      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
          "id": "review:second-semester-qb-tyler:title",
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          "proposed_value": "Second Semester",
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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        },
        {
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              "display_name": "Q.B. Tyler",
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          "source_url": "https://app.thestorygraph.com/books/bf122569-68fc-4ae6-9ccb-63a79d690f8f/editions",
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          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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        {
          "id": "review:second-semester-qb-tyler:edition_type",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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        },
        {
          "id": "review:second-semester-qb-tyler:publication_date",
          "field": "publication_date",
          "proposed_value": "2019-12-14",
          "source_url": "https://app.thestorygraph.com/books/bf122569-68fc-4ae6-9ccb-63a79d690f8f/editions",
          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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        },
        {
          "id": "review:second-semester-qb-tyler:publisher",
          "field": "publisher",
          "proposed_value": "Independently published",
          "source_url": "https://app.thestorygraph.com/books/bf122569-68fc-4ae6-9ccb-63a79d690f8f/editions",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "INDEPENDENT_REVIEW",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:second-semester-qb-tyler:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "Q.B. Tyler official Second Semester page",
          "source_type": "OTHER",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
        {
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        },
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          "source_name": "Inspected published cover source",
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          "id": "local-trope:second-semester-qb-tyler:dads-best-friend:0427a0334a",
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          "proposed_value": "Dad's Best Friend",
          "source_url": "https://authorqbtyler.com/book/second-semester/",
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          "retrieved_at": "2026-10-12",
          "evidence_summary": "The author identifies Serena's secret relationship with her boss and father's best friend, and labels the novella age gap, office romance and father's best friend.",
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      ],
      "romance_role": "PRIMARY",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
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      "title": "It Seemed Like a Good Idea at the Time",
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      "contract_version": "1.0",
      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
      },
      "review": {
        "review_url": "https://eiknaromance.com/reviews/coach-alexa-riley/",
        "reviewer": "Eikna Editorial Team",
        "review_date": "2026-10-12",
        "rating_if_used": 1.7,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
          "romance": 1.5,
          "characters": 1.5,
          "writing": 2.0,
          "emotional_impact": 2.0,
          "heat": null,
          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "A literal father's-best-friend match that openly delivers a short, extreme breeding fantasy, with severe coach/student and school-age power concerns that overwhelm conventional courtship.",
        "strengths": [
          1.5,
          1.5,
          2.0,
          2.0
        ],
        "cautions": [
          "High-school coach/student authority, barely-legal framing, large age gap, father's-best-friend boundary, obsession, possessive and coercive language, reproductive pressure and explicit sex appear in inspected sources. Notes are attributed and non-exhaustive."
        ],
        "recommended_for": [
          "Best only for readers who knowingly want over-the-top insta-obsession, explicit breeding fantasy and a very short taboo novella. Avoid if high-school authority, barely-legal framing, reproductive possession or thin development are hard limits."
        ],
        "not_for_readers_seeking": [
          "Best only for readers who knowingly want over-the-top insta-obsession, explicit breeding fantasy and a very short taboo novella. Avoid if high-school authority, barely-legal framing, reproductive possession or thin development are hard limits."
        ]
      },
      "series": {
        "name": "Breeding",
        "number": 1,
        "status": "VERIFIED_SERIES_POSITION"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/dp/B0157HHXG4?tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "edition_records": [
        {
          "isbn13": "9781517459253",
          "format": "paperback",
          "publication_date": "2015-09-09",
          "publisher": "CreateSpace Independent Publishing Platform",
          "page_count": 116,
          "source": "https://books.google.com/books/about/Coach.html?id=i_c2jgEACAAJ"
        }
      ],
      "reported_discovery_notes": [
        {
          "field": "dads_best_friend",
          "reported_value": true,
          "source_url": "https://alexariley.com/books/coach/",
          "source_name": "Alexa Riley official Coach page",
          "checked_at": "2026-10-12",
          "evidence_summary": "The inspected exact-work premise directly identifies one lead as the other lead's father's best friend or named longtime friend.",
          "mapping_note": "Direct parent-friend match; best-friend's-parent, ex's-parent and generic older-family-friend adjacencies remain excluded.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://alexariley.com/books/coach/",
          "https://books.google.com/books/about/Coach.html?id=i_c2jgEACAAJ"
        ]
      },
      "content_hash": "f2d7082bef7aedf28787b62d758c95bbdc3be37d41470d143afb5570bdb6148f"
    },
    {
      "subtitle": null,
      "isbn_10": null,
      "first_publication_year": null,
      "description": null,
      "description_is_publisher_copy": null,
      "genre": null,
      "primary_trope": null,
      "pairing_confidence": null,
      "heat_score": null,
      "ending_confidence": null,
      "slow_burn": null,
      "relationship_tension": null,
      "emotional_intensity": null,
      "angst": null,
      "humor": null,
      "darkness": null,
      "tear_rating": null,
      "cover": {
        "image_url": "/images/page-features/reviews--her-dads-friend-penny-wylder.webp",
        "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
        "source_name": "Inspected authentic published cover",
        "isbn_or_edition_match": null,
        "confidence": "Moderate",
        "assessment_status": "REPORTED"
      },
      "availability_checked_at": null,
      "reviewed_at": "2026-10-12",
      "reviewed_by": "Eikna Editorial Team",
      "romance_scope_evidence": [
        {
          "evidence_id": "review:her-dads-friend-penny-wylder:discovery:romance_role",
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "status": "REPORTED"
        }
      ],
      "subgenres": [],
      "tropes": [],
      "unmapped_trope_candidates": [
        {
          "proposed_name": "Dad's Best Friend",
          "eikna_trope_id": null,
          "local_slug": "dads-best-friend",
          "evidence": [
            "local-trope:her-dads-friend-penny-wylder:dads-best-friend:4c571a40be"
          ],
          "status": "VERIFIED",
          "notes": "The publisher description identifies Paul as Rachael's father's best friend, reconnecting around her twenty-first birthday, and makes secrecy and pregnancy part of the exact-work premise."
        }
      ],
      "pairing_evidence": [
        {
          "evidence_id": "review:her-dads-friend-penny-wylder:discovery:pairing",
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "status": "REPORTED"
        }
      ],
      "heat_evidence": [
        {
          "evidence_id": "review:her-dads-friend-penny-wylder:discovery:sexual_content",
          "source_url": "https://maldivianbookreviewer.com/2016/12/12/her-dads-friend-by-penny-wylder/",
          "status": "REPORTED"
        }
      ],
      "ending_evidence": [],
      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [],
      "evidence": [
        {
          "id": "review:her-dads-friend-penny-wylder:title",
          "field": "title",
          "proposed_value": "Her Dad's Friend",
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:authors",
          "field": "authors",
          "proposed_value": [
            {
              "display_name": "Penny Wylder",
              "role": "AUTHOR",
              "source": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR"
            }
          ],
          "source_url": "https://app.thestorygraph.com/books/8dc970c0-7a53-47c9-bd1b-8c5ece326cc0",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "INDEPENDENT_REVIEW",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://app.thestorygraph.com/books/8dc970c0-7a53-47c9-bd1b-8c5ece326cc0"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:publication_date",
          "field": "publication_date",
          "proposed_value": "2016-08-13",
          "source_url": "https://app.thestorygraph.com/books/8dc970c0-7a53-47c9-bd1b-8c5ece326cc0",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "INDEPENDENT_REVIEW",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://app.thestorygraph.com/books/8dc970c0-7a53-47c9-bd1b-8c5ece326cc0"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:publisher",
          "field": "publisher",
          "proposed_value": "Penny Wylder Books",
          "source_url": "https://app.thestorygraph.com/books/8dc970c0-7a53-47c9-bd1b-8c5ece326cc0",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "INDEPENDENT_REVIEW",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://app.thestorygraph.com/books/8dc970c0-7a53-47c9-bd1b-8c5ece326cc0"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "source_name": "Audible Studios exact product page",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:source:edition",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://app.thestorygraph.com/books/8dc970c0-7a53-47c9-bd1b-8c5ece326cc0",
          "source_name": "StoryGraph exact digital edition",
          "source_type": "INDEPENDENT_REVIEW",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://app.thestorygraph.com/books/8dc970c0-7a53-47c9-bd1b-8c5ece326cc0"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:source:critic1",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://maldivianbookreviewer.com/2016/12/12/her-dads-friend-by-penny-wylder/",
          "source_name": "Maldivian Book Reviewer",
          "source_type": "INDEPENDENT_REVIEW",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://maldivianbookreviewer.com/2016/12/12/her-dads-friend-by-penny-wylder/"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:source:critic2",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://readingkeepmesane.blogspot.com/2016/08/book-review-her-dads-friend-by-penny.html",
          "source_name": "Reading Keeps Me Sane",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://readingkeepmesane.blogspot.com/2016/08/book-review-her-dads-friend-by-penny.html"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:source:contrary",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://goodreads.com/book/show/31445674",
          "source_name": "Selected Goodreads criticism",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://goodreads.com/book/show/31445674"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:discovery:romance_role",
          "field": "romance_role",
          "proposed_value": "PRIMARY",
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "source_name": "Audible Studios exact product page",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "The official premise centers the developing relationship.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:discovery:pairing",
          "field": "pairing",
          "proposed_value": "M/F",
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "source_name": "Audible Studios exact product page",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "The official premise names a woman and a man as the central pair.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR"
          ]
        },
        {
          "id": "review:her-dads-friend-penny-wylder:discovery:sexual_content",
          "field": "sexual_content",
          "proposed_value": "YES",
          "source_url": "https://maldivianbookreviewer.com/2016/12/12/her-dads-friend-by-penny-wylder/",
          "source_name": "Maldivian Book Reviewer",
          "source_type": "INDEPENDENT_REVIEW",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Firsthand criticism reports on-page sexual content.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://maldivianbookreviewer.com/2016/12/12/her-dads-friend-by-penny-wylder/"
          ]
        },
        {
          "id": "series:her-dads-friend-penny-wylder",
          "field": "series",
          "proposed_value": {
            "name": "Her Dad's Friend",
            "number": 1,
            "status": "VERIFIED_SERIES_POSITION"
          },
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "source_name": "Audible Studios exact product page",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Official source supports series scope; closure remains separate.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR"
          ]
        },
        {
          "id": "cover:her-dads-friend-penny-wylder",
          "field": "cover",
          "proposed_value": {
            "image_url": "/images/page-features/reviews--her-dads-friend-penny-wylder.webp",
            "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
            "source_name": "Inspected authentic published cover",
            "isbn_or_edition_match": null,
            "confidence": "Moderate",
            "assessment_status": "REPORTED"
          },
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "source_name": "Inspected published cover source",
          "source_type": "RETAILER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Downloaded bytes were visually inspected for title and author identity; edition scope remains explicit.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "REPORTED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR"
          ]
        },
        {
          "id": "local-trope:her-dads-friend-penny-wylder:dads-best-friend:4c571a40be",
          "field": "unmapped_trope_candidates",
          "proposed_value": "Dad's Best Friend",
          "source_url": "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR",
          "source_name": "Audible Studios exact product page",
          "source_type": "PUBLISHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "The publisher description identifies Paul as Rachael's father's best friend, reconnecting around her twenty-first birthday, and makes secrecy and pregnancy part of the exact-work premise.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
            "EXTERNAL_SOURCE"
          ],
          "independent_root_ids": [
            "https://www.audible.com/pd/Her-Dads-Friend-Audiobook/B071RH1PSR"
          ]
        }
      ],
      "romance_role": "PRIMARY",
      "pairing": "M/F",
      "heat_level": "UNKNOWN",
      "sexual_content": "YES",
      "ending": "UNKNOWN",
      "pacing": "unknown",
      "kindle_unlimited": "UNKNOWN",
      "content_warnings_assessed": false,
      "field_assessments": {
        "title": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
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          ]
        },
        "authors": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
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          ]
        },
        "publication_date": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
            "review:her-dads-friend-penny-wylder:publication_date"
          ]
        },
        "publisher": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
            "review:her-dads-friend-penny-wylder:publisher"
          ]
        },
        "romance_role": {
          "status": "REPORTED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
            "review:her-dads-friend-penny-wylder:discovery:romance_role"
          ]
        },
        "pairing": {
          "status": "REPORTED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
            "review:her-dads-friend-penny-wylder:discovery:pairing"
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        },
        "sexual_content": {
          "status": "REPORTED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
            "review:her-dads-friend-penny-wylder:discovery:sexual_content"
          ]
        },
        "genre": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "tropes": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "heat_level": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "ending": {
          "status": "NOT_ASSESSED",
          "assessed_at": null,
          "evidence_ids": []
        },
        "cover": {
          "status": "REPORTED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
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          ]
        },
        "series": {
          "status": "VERIFIED",
          "assessed_at": "2026-10-12",
          "evidence_ids": [
            "series:her-dads-friend-penny-wylder"
          ]
        }
      },
      "field_provenance": {
        "title": {
          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
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          ],
          "status": "VERIFIED"
        },
        "authors": {
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          "evidence_ids": [
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          "status": "VERIFIED"
        },
        "publication_date": {
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          "evidence_ids": [
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          ],
          "status": "VERIFIED"
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        "identity_status": "NOT_CHECKED",
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      },
      "created_at": "2026-10-12",
      "source_record_id": "eikna-romance:her-dads-friend-penny-wylder",
      "title": "Her Dad's Friend",
      "authors": [
        {
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          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "cover needs verification or an explicit assessed UNKNOWN",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
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          "source_name": "Inspected author/publisher evidence",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:working-for-her-dads-best-friend:source:publisher",
          "field": "review",
          "proposed_value": "Inspected source for the authored scorecard.",
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        },
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          "origin": "EXTERNAL_SOURCE",
          "evidence_ids": [
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          "status": "REPORTED"
        },
        "sexual_content": {
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          "evidence_ids": [
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          "status": "REPORTED"
        },
        "series": {
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          "status": "VERIFIED",
          "evidence_ids": [
            "series:wanting-mr-cane"
          ]
        },
        "cover": {
          "origin": "EXTERNAL_SOURCE",
          "status": "VERIFIED",
          "evidence_ids": [
            "cover:wanting-mr-cane"
          ]
        }
      },
      "eikna": {
        "eikna_book_id": null,
        "identity_status": "NOT_CHECKED",
        "last_submitted_at": null,
        "last_synced_at": null,
        "proposal_ids": [],
        "sync_status": "NOT_SUBMITTED"
      },
      "created_at": "2026-10-12",
      "source_record_id": "eikna-romance:wanting-mr-cane",
      "title": "Wanting Mr. Cane",
      "authors": [
        {
          "display_name": "Shanora Williams",
          "role": "AUTHOR",
          "source": "https://play.google.com/store/audiobooks/details/Wanting_Mr_Cane?hl=en_GB&id=AQAAAEAcombiaM"
        }
      ],
      "isbn_13": "9781720327585",
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      "language": "en",
      "edition_type": "paperback",
      "publication_date": "2018-06-02",
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      "source_url": "https://eiknaromance.com/reviews/wanting-mr-cane/",
      "description_source": "https://play.google.com/store/audiobooks/details/Wanting_Mr_Cane?hl=en_GB&id=AQAAAEAcombiaM",
      "editorial_summary": "Kandy has wanted Cane, her father's best friend, since a childhood fascination changed into adult desire. Cane knows that acting on the attraction risks his friendship and reputation, but secrecy and restraint become harder as the pair acknowledge what they want.",
      "updated_at": "2026-10-12",
      "record_version": 2,
      "data_status": "RESEARCHED",
      "contract_version": "1.0",
      "mapping": {
        "status": "PENDING_LIVE_SCHEMA",
        "canonical_taxonomy_ids_available": false
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      "review": {
        "review_url": "https://eiknaromance.com/reviews/wanting-mr-cane/",
        "reviewer": "Eikna Editorial Team",
        "review_date": "2026-10-12",
        "rating_if_used": 2.9,
        "rating_status": "PROVISIONAL",
        "method": "researched_editorial_assessment",
        "firsthand_read": false,
        "score_coverage_percent": 85,
        "scores": {
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          "writing": 2.5,
          "emotional_impact": 3.5,
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          "ending_satisfaction": null,
          "reread_appeal": null
        },
        "verdict_summary": "A direct, high-angst father's-best-friend romance with strong forbidden momentum, limited by youthful characterization, repetitive interiority and a deliberately unfinished first-volume arc.",
        "strengths": [
          3.0,
          2.5,
          2.5,
          3.5
        ],
        "cautions": [
          "Eighteen-year-old heroine, large age gap, father's-best-friend secrecy, childhood familiarity, jealousy, betrayal, possessiveness, domination language and explicit sex appear in inspected sources. Notes are attributed and non-exhaustive."
        ],
        "recommended_for": [
          "Best for readers who want a large age gap, secrecy, possessive intensity and a multi-book relationship. Avoid if an eighteen-year-old heroine, family betrayal, jealousy, domination language or a cliffhanger-style series handoff are hard limits."
        ],
        "not_for_readers_seeking": [
          "Best for readers who want a large age gap, secrecy, possessive intensity and a multi-book relationship. Avoid if an eighteen-year-old heroine, family betrayal, jealousy, domination language or a cliffhanger-style series handoff are hard limits."
        ]
      },
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      },
      "edition_records": [
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          "evidence_summary": "The inspected exact-work premise directly identifies one lead as the other lead's father's best friend.",
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        "reread_appeal",
        "canonical_taxonomy_ids"
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      "readiness": {
        "ready": false,
        "blockers": [
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          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
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          "https://www.amazon.com/Wanting-Mr-Cane-Shanora-Williams/dp/1720327580"
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      "content_hash": "88b1d38ae70dda873ccc207ba78e4998f6cbc36d825428a7998ccbd671c72845"
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        "isbn_or_edition_match": "9780999349885",
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      "romance_scope_evidence": [
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          "status": "VERIFIED",
          "notes": "The author-supplied description identifies River as twenty, Grayson as thirty-six and Grayson as her father's best friend after an eight-year separation."
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      "heat_evidence": [
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          "status": "REPORTED"
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      "moods": [],
      "representation": [],
      "content_warnings": [],
      "conflicts": [
        {
          "field": "series.number",
          "status": "UNRESOLVED_EDITION_METADATA_CONFLICT",
          "observations": [
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              "value": 2,
              "source_url": "https://www.audible.com/series/The-Price-Dynasty-Audiobooks/B09KTDH1T5"
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            {
              "value": 1,
              "source_url": "https://www.abebooks.com/9780999349885/Entice-Price-Dynasty-Harrison-Ava-0999349880/plp"
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          "note": "The checked series compilation identifies Entice as book two; the paperback seller page labels it book one. The display uses book two and retains the conflict."
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      ],
      "evidence": [
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          "origin": "EXTERNAL_SOURCE",
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              "display_name": "Ava Harrison",
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          "source_url": "https://www.abebooks.com/9780999349885/Entice-Price-Dynasty-Harrison-Ava-0999349880/plp",
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        },
        {
          "id": "review:entice-ava-harrison:edition_type",
          "field": "edition_type",
          "proposed_value": "paperback",
          "source_url": "https://www.abebooks.com/9780999349885/Entice-Price-Dynasty-Harrison-Ava-0999349880/plp",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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        },
        {
          "id": "review:entice-ava-harrison:publication_date",
          "field": "publication_date",
          "proposed_value": "2019-09-16",
          "source_url": "https://www.abebooks.com/9780999349885/Entice-Price-Dynasty-Harrison-Ava-0999349880/plp",
          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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        },
        {
          "id": "review:entice-ava-harrison:publisher",
          "field": "publisher",
          "proposed_value": "AH Publishing",
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          "source_name": "Inspected author/publisher evidence",
          "source_type": "OTHER",
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          "evidence_summary": "Identity or edition fact inspected; separate from work first publication.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
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        },
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          "id": "review:entice-ava-harrison:source:publisher",
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          "source_name": "Author promotional exact-work page",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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        },
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          "proposed_value": "Inspected source for the authored scorecard.",
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          "source_name": "AbeBooks exact AH Publishing paperback record",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
          "confidence": "Moderate",
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          "independent_root_ids": [
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        },
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          "proposed_value": "Inspected source for the authored scorecard.",
          "source_url": "https://beta.thestorygraph.com/book_reviews/efabf1a6-e58e-4dd8-8dd3-3456104d4521?sort=lowest_rated",
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          "evidence_summary": "Attributed observations remain in the review; inspection does not establish universal agreement.",
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          "source_name": "A Maldivian's Passion for Romance",
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          "evidence_summary": "Firsthand criticism reports on-page sexual content.",
          "confidence": "Moderate",
          "origin": "EXTERNAL_SOURCE",
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          "lineage_origins": [
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          "independent_root_ids": [
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        },
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          "source_url": "https://www.bookenticer.com/entice-by-ava-harrison/",
          "source_name": "Author promotional exact-work page",
          "source_type": "OTHER",
          "retrieved_at": "2026-10-12",
          "evidence_summary": "Official source supports series scope; closure remains separate.",
          "confidence": "High",
          "origin": "EXTERNAL_SOURCE",
          "verification_status": "VERIFIED",
          "independence_checked": true,
          "lineage_origins": [
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          "independent_root_ids": [
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            "isbn_or_edition_match": "9780999349885",
            "confidence": "High",
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          "source_url": "https://www.bookenticer.com/entice-by-ava-harrison/",
          "source_name": "Inspected published cover source",
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          "retrieved_at": "2026-10-12",
          "evidence_summary": "Downloaded bytes were visually inspected for title and author identity; edition scope remains explicit.",
          "confidence": "High",
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          "independent_root_ids": [
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          "id": "local-trope:entice-ava-harrison:dads-best-friend:ba550854ff",
          "field": "unmapped_trope_candidates",
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        ],
        "recommended_for": [
          "Best for readers who want celebrity fake dating, dual career stakes, lesbian and bisexual leads, ice-queen energy and explicit chemistry. Avoid if public outing pressure, conversion-therapy history, media manipulation or repeated miscommunication are poor fits."
        ],
        "not_for_readers_seeking": [
          "Best for readers who want celebrity fake dating, dual career stakes, lesbian and bisexual leads, ice-queen energy and explicit chemistry. Avoid if public outing pressure, conversion-therapy history, media manipulation or repeated miscommunication are poor fits."
        ]
      },
      "series": {
        "name": null,
        "number": null,
        "status": "NO_SERIES_POSITION_ASSERTED"
      },
      "retailer_links": {
        "amazon": "https://www.amazon.com/dp/0998790729?tag=eiknaromance-20",
        "apple_books": null,
        "kobo": null,
        "barnes_and_noble": null,
        "publisher": null,
        "other": []
      },
      "edition_records": [
        {
          "isbn13": "9780998790725",
          "format": "paperback",
          "publication_date": "2018-05-01",
          "publisher": "Brisk Press",
          "page_count": 303,
          "source": "https://lambdaliteraryreview.org/2018/12/development-rachel-spangler/"
        }
      ],
      "reported_discovery_notes": [
        {
          "field": "sapphic_fake_dating",
          "reported_value": true,
          "source_url": "https://www.bellabooks.com/product/9780998790725e/",
          "source_name": "Bella Books exact Brisk Press record",
          "checked_at": "2026-10-12",
          "evidence_summary": "The exact-work publisher premise and independent critics describe two women entering an agent-arranged fake public romance.",
          "mapping_note": "Direct sapphic fake-dating match; publicity is the agreed relationship mechanism, not merely a secret real romance.",
          "origin": "EXTERNAL_SOURCE",
          "classification_status": "UNMAPPED_OBSERVATION"
        }
      ],
      "missing_fields": [
        "ending_satisfaction",
        "reread_appeal",
        "canonical_taxonomy_ids"
      ],
      "readiness": {
        "ready": false,
        "blockers": [
          "Romance centrality not verified",
          "romance_role needs verification or an explicit assessed UNKNOWN",
          "genre assessment pending",
          "tropes assessment pending",
          "pairing needs verification or an explicit assessed UNKNOWN",
          "heat_level assessment pending",
          "ending assessment pending",
          "Live EIKNA schema and canonical taxonomy mapping unavailable"
        ],
        "independent_evidence_roots": [
          "https://lambdaliteraryreview.org/2018/12/development-rachel-spangler/",
          "https://www.bellabooks.com/product/9780998790725e/"
        ]
      },
      "content_hash": "e79ae3d859930b1273fcdb950d8aa477df60a49b22341ee22ea7b54409bf6f97"
    }
  ]
}