{"schema_version":"papers/paper-detail-v1","title":"MoBiE: Efficient Inference of Mixture of Binary Experts under Post-Training Quantization","surface":"papers","opportunity_kernel":{"paper_id":"7c20294e-4e31-4346-8b71-d5bf217229ef","title":"MoBiE: Efficient Inference of Mixture of Binary Experts under Post-Training Quantization","authors":["Zhixiong Zhao","Zukang Xu","Zhixuan Chen","Dawei Yang"],"arxiv_id":"2604.06798v1","doi":null,"published_at":"2026-04-08T08:12:26.000Z","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":"2026-04-09T16:02:45.357Z","fresh_until":"2026-05-09T16:02:45.357Z","is_stale":true,"source_count":1,"missingness":[]},"technical":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No persisted technical score source was available; marked low confidence.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-09T20:33:17.083Z","fresh_until":"2026-04-23T20:33:17.083Z","is_stale":true,"source_count":0,"missingness":["reproducibility_results.reproducibility_score","deployability_scores.score","paper_extraction_scorecards.reconstruction_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":"2026-04-09T16:02:45.357Z","fresh_until":"2026-05-09T16:02:45.357Z","is_stale":true,"source_count":2,"missingness":[]},"market":{"value":5.9,"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":"2026-04-10T00:14:45.993Z","fresh_until":"2026-04-24T00:14:45.993Z","is_stale":true,"source_count":1,"missingness":[]},"team":{"value":4.35,"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":"2026-04-09T16:02:45.357Z","fresh_until":"2026-04-23T16:02:45.357Z","is_stale":true,"source_count":2,"missingness":[]},"methodology":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No persisted methodology score source was available; marked low confidence.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-09T16:02:45.357Z","fresh_until":"2026-05-09T16:02:45.357Z","is_stale":true,"source_count":0,"missingness":["paper_extraction_scorecards.total_score","paper_extraction_scorecards.standard_extraction_score"]}},"evidence_receipt":{"freshness":"stale","proof_status":"partial","repo_status":"active","references_count":35,"source_count":5,"coverage":0.8333,"missingness":["paper_extraction_scorecards"],"unresolved_unknowns":[],"last_verification_at":"2026-04-09T20:33:17.083Z"},"lineage_hash":"1acf25b2051e17530cf14237159e8f3009028259e9b1e6d9b00c24340be6c10b"},"distribution":null,"replication_evidence":[],"author_dna":[]}