{"schema_version":"papers/paper-detail-v1","title":"Can Causal Discovery Algorithms Help in Generating Legal Arguments?","surface":"papers","opportunity_kernel":{"paper_id":"e9f54fec-08ad-4f39-9dc4-0e751b6b436c","title":"Can Causal Discovery Algorithms Help in Generating Legal Arguments?","authors":["Soham Wasmatkar","Subinay Adhikary","Rakshit Rohan","Shouvik Kumar Guha","Saptarshi Pyne","Kripabandhu Ghosh"],"arxiv_id":"2605.02318v1","doi":null,"published_at":"2026-05-04T08:15:30.000Z","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":"2026-05-05T20:09:16.995Z","fresh_until":"2026-06-04T20:09:16.995Z","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":"2026-05-05T20:11:10.697Z","fresh_until":"2026-05-19T20:11:10.697Z","is_stale":true,"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":"2026-05-05T20:09:16.995Z","fresh_until":"2026-06-04T20:09:16.995Z","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":"2026-05-05T20:27:48.575Z","fresh_until":"2026-05-19T20:27:48.575Z","is_stale":true,"source_count":1,"missingness":[]},"team":{"value":4.7,"scale":"0-10","confidence":0.28,"confidence_reason":"Heuristic fallback from paper author count.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-05T20:09:16.995Z","fresh_until":"2026-05-19T20:09:16.995Z","is_stale":true,"source_count":1,"missingness":["paper_author_affiliations"]},"methodology":{"value":4.3,"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":"2026-05-05T20:11:10.697Z","fresh_until":"2026-06-04T20:11:10.697Z","is_stale":false,"source_count":2,"missingness":[]}},"evidence_receipt":{"freshness":"stale","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":"2026-05-05T20:27:48.575Z"},"lineage_hash":"2f6d79b267d1aec99dd0c2292c20f644947623fbf9915b03850f6c252b627cac"},"distribution":null,"replication_evidence":[],"author_dna":[]}