{"schema_version":"papers/paper-detail-v1","title":"HRBench: Benchmarking and Understanding Thinking-Mode Switch Strategies in Hybrid-Reasoning LLMs","surface":"papers","opportunity_kernel":{"paper_id":"3fe8f2d0-1f6f-4f4b-88aa-01c005f27d5b","title":"HRBench: Benchmarking and Understanding Thinking-Mode Switch Strategies in Hybrid-Reasoning LLMs","authors":["Yansong Ning","Mianpeng Liu","Jingwen Ye","Weidong Zhang","Hao Liu"],"arxiv_id":"2605.28398v1","doi":null,"published_at":"2026-05-27T12:35:39.000Z","score_object":{"overall":{"value":7,"scale":"0-10","confidence":0.85,"confidence_reason":"Aligned to persisted papers.viability_score for public contract consistency.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-28T16:19:34.182Z","fresh_until":"2026-06-27T16:19:34.182Z","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":"2026-05-28T16:20:46.949Z","fresh_until":"2026-06-11T16:20:46.949Z","is_stale":false,"source_count":1,"missingness":["reproducibility_results.reproducibility_score","deployability_scores.score"]},"commercial":{"value":5,"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":"2026-05-28T16:19:34.182Z","fresh_until":"2026-06-27T16:19:34.182Z","is_stale":false,"source_count":2,"missingness":[]},"market":{"value":5.5,"scale":"0-10","confidence":0.8,"confidence_reason":"Backfilled from distribution_readiness_scores.score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-28T16:51:28.716Z","fresh_until":"2026-06-11T16:51:28.716Z","is_stale":false,"source_count":1,"missingness":[]},"team":{"value":4.15,"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":"2026-05-28T16:19:34.182Z","fresh_until":"2026-06-11T16:19:34.182Z","is_stale":false,"source_count":1,"missingness":["paper_author_affiliations"]},"methodology":{"value":4.7,"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":"2026-05-28T16:20:46.949Z","fresh_until":"2026-06-27T16:20:46.949Z","is_stale":false,"source_count":2,"missingness":[]}},"evidence_receipt":{"freshness":"fresh","proof_status":"unverified","repo_status":"active","references_count":0,"source_count":4,"coverage":0.6667,"missingness":["references","proof_status"],"unresolved_unknowns":["proof verification has not been recorded yet"],"last_verification_at":"2026-05-28T16:51:28.716Z"},"lineage_hash":"0e199fc59e2f6512e60a2b8d901f6a26dac6dc785808ad1362952e476ef49f50"},"distribution":null,"replication_evidence":[],"author_dna":[]}