{"schema_version":"papers/paper-detail-v1","title":"SeDT: Sentence-Transformer Decision-Transformer Conditioning for Multi-Turn Conversation Reliability","surface":"papers","opportunity_kernel":{"paper_id":"94c6f234-06e4-4d6a-af91-939da3e0dbdd","title":"SeDT: Sentence-Transformer Decision-Transformer Conditioning for Multi-Turn Conversation Reliability","authors":["Ramakrishna Vamsi Setti","Jagadeesh Rachapudi","Sachin Chaudhary","Praful Hambarde","Amit Shukla"],"arxiv_id":"2605.26788v1","doi":null,"published_at":"2026-05-26T10:00:42.000Z","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":"2026-05-27T20:10:43.181Z","fresh_until":"2026-06-26T20:10:43.181Z","is_stale":false,"source_count":1,"missingness":[]},"technical":{"value":1.4,"scale":"0-10","confidence":0.55,"confidence_reason":"Backfilled from paper_extraction_scorecards.reconstruction_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-27T20:12:16.648Z","fresh_until":"2026-06-10T20:12:16.648Z","is_stale":false,"source_count":1,"missingness":["reproducibility_results.reproducibility_score","deployability_scores.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":"2026-05-27T20:10:43.181Z","fresh_until":"2026-06-26T20:10:43.181Z","is_stale":false,"source_count":1,"missingness":[]},"market":{"value":2,"scale":"0-10","confidence":0.45,"confidence_reason":"Heuristic market score materialized from paper metadata, repo availability, and deployability.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-27T20:30:36.252Z","fresh_until":"2026-06-10T20:30:36.252Z","is_stale":false,"source_count":1,"missingness":[]},"team":{"value":5.65,"scale":"0-10","confidence":0.42,"confidence_reason":"Heuristic fallback from paper author count and extracted affiliations.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-27T20:10:43.181Z","fresh_until":"2026-06-10T20:10:43.181Z","is_stale":false,"source_count":2,"missingness":[]},"methodology":{"value":3.9,"scale":"0-10","confidence":0.82,"confidence_reason":"Backfilled from paper_extraction_scorecards.total_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-27T20:12:16.648Z","fresh_until":"2026-06-26T20:12:16.648Z","is_stale":false,"source_count":2,"missingness":[]}},"evidence_receipt":{"freshness":"fresh","proof_status":"unverified","repo_status":"missing","references_count":0,"source_count":3,"coverage":0.5,"missingness":["repo_url","references","proof_status"],"unresolved_unknowns":["proof verification has not been recorded yet"],"last_verification_at":"2026-05-27T20:30:36.252Z"},"lineage_hash":"eb42e0af6b992f0eece25351fee7fba5cb6889e22b9998f8def655529b3d6749"},"distribution":null,"replication_evidence":[],"author_dna":[]}