{"schema_version":"papers/paper-detail-v1","title":"Disentangling to Re-couple: Resolving the Similarity-Controllability Paradox in Subject-Driven Text-to-Image Generation","surface":"papers","opportunity_kernel":{"paper_id":"8df872ac-549f-49ac-8479-a5481f40967b","title":"Disentangling to Re-couple: Resolving the Similarity-Controllability Paradox in Subject-Driven Text-to-Image Generation","authors":["Shuang Li","Chao Deng","Hang Chen","Liqun Liu","Zhenyu Hu","Te Cao","Mengge Xue","Yuan Chen","Peng Shu","Huan Yu","Jie Jiang"],"arxiv_id":"2604.00849v1","doi":null,"published_at":"2026-04-01T13:03:11.000Z","score_object":{"overall":{"value":7,"scale":"0-10","confidence":0.85,"confidence_reason":"Backfilled from persisted papers.viability_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-02T20:55:26.127Z","fresh_until":"2026-05-02T20:55:26.127Z","is_stale":true,"source_count":1,"missingness":[]},"technical":{"value":5.6,"scale":"0-10","confidence":0.38,"confidence_reason":"Estimated from paper text, repo availability, and author coverage because no persisted technical score source was available.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-02T20:55:26.127Z","fresh_until":"2026-04-16T20:55:26.127Z","is_stale":true,"source_count":4,"missingness":["reproducibility_results.reproducibility_score","deployability_scores.score","paper_extraction_scorecards.reconstruction_score"]},"commercial":{"value":4,"scale":"0-10","confidence":0.75,"confidence_reason":"Backfilled from persisted commercial_flags and repo availability.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-02T20:55:26.127Z","fresh_until":"2026-05-02T20:55:26.127Z","is_stale":true,"source_count":1,"missingness":[]},"market":{"value":4.5,"scale":"0-10","confidence":0.34,"confidence_reason":"Estimated from commercial flags, repo presence, author coverage, and market-language heuristics because no persisted distribution_readiness_scores row was available.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-02T20:55:26.127Z","fresh_until":"2026-04-16T20:55:26.127Z","is_stale":true,"source_count":4,"missingness":["distribution_readiness_scores.score"]},"team":{"value":6,"scale":"0-10","confidence":0.31,"confidence_reason":"Estimated from author count, repo presence, and summary coverage because no persisted team-quality evidence was available.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-02T20:55:26.127Z","fresh_until":"2026-04-16T20:55:26.127Z","is_stale":true,"source_count":3,"missingness":["engineer_profiles.builder_score","author_startups"]},"methodology":{"value":5.8,"scale":"0-10","confidence":0.37,"confidence_reason":"Estimated from paper text, methodology-language heuristics, and repo availability because no persisted methodology score source was available.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-02T20:55:26.127Z","fresh_until":"2026-05-02T20:55:26.127Z","is_stale":true,"source_count":4,"missingness":["paper_extraction_scorecards.total_score","paper_extraction_scorecards.standard_extraction_score"]}},"evidence_receipt":{"freshness":"stale","proof_status":"unverified","repo_status":"missing","references_count":103,"source_count":3,"coverage":0.3333,"missingness":["repo_url","proof_status","distribution_readiness_scores","paper_extraction_scorecards"],"unresolved_unknowns":["distribution readiness has not been computed yet","proof verification has not been recorded yet"],"last_verification_at":"2026-04-02T20:55:26.127Z"},"lineage_hash":"50702d2a11e7158932765ebe1bc05e91e381aaf72a75569d58749b7a25b816a5"},"distribution":null,"replication_evidence":[],"author_dna":[]}