{"id":"W2792326558","doi":"10.22323/1.007.0225","title":"Improved determination of B_7 and B_8","year":2001,"lang":"en","type":"article","venue":"Proceedings of International Europhysics Conference on High Energy Physics — PoS(hep2001)","topic":"Quantum Chromodynamics and Particle Interactions","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; TRIUMF; National Science Foundation","keywords":"Matching (statistics); Matrix (chemical analysis); Applied mathematics; Scheme (mathematics); Algorithm; Computer science; Element (criminal law); Mathematics; Mathematical optimization; Mathematical analysis; Statistics; Chemistry; Law; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001840032,0.0009590764,0.0007916108,0.002434894,0.001220799,0.001113406,0.0023431,0.00149792,0.003497243],"category_scores_gemma":[0.004316069,0.000734618,0.00051069,0.001140355,0.001106501,0.001857766,0.001611076,0.002041043,0.00160254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006628427,"about_ca_system_score_gemma":0.0007781309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002677,"about_ca_topic_score_gemma":0.001204698,"domain_scores_codex":[0.9988655,0.0002436893,0.00004752482,0.0002462577,0.0004814659,0.0001156684],"domain_scores_gemma":[0.9979293,0.0006672301,0.0002999035,0.0005075653,0.000531867,0.0000641337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007659493,0.0004645305,0.007458679,0.0007862838,0.0001265601,0.0006709938,0.0007565122,0.06446675,0.3422813,0.4328353,0.00526912,0.1441179],"study_design_scores_gemma":[0.0002695052,0.000395361,0.0093645,0.0002647125,0.0001571309,0.0006205907,0.0001986185,0.3473428,0.3680055,0.2442579,0.02871673,0.0004066073],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5262705,0.001969869,0.396484,0.001337998,0.00035147,0.0001450183,0.001341897,0.003749725,0.06834943],"genre_scores_gemma":[0.8477654,0.0003627946,0.147093,0.0001891785,0.00005896783,0.0001113502,0.0003692846,0.000309937,0.003740204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003497243,"threshold_uncertainty_score":0.01169944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296201665529155,"score_gpt":0.245975236981182,"score_spread":0.2330132203258905,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}