{"id":"W3154761772","doi":"10.1140/epjc/s10052-020-8156-7","title":"Averages of b-hadron, c-hadron, and $$\\tau $$-lepton properties as of 2018","year":2021,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":400,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Australian Research Council; Ministry of Education, Culture, Sports, Science and Technology; Narodowa Agencja Wymiany Akademickiej; Science and Technology Facilities Council; Deutsche Forschungsgemeinschaft; Istituto Nazionale di Fisica Nucleare; Japan Society for the Promotion of Science; Israel Science Foundation; National Natural Science Foundation of China; U.S. Department of Energy; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Narodowym Centrum Nauki; German-Israeli Foundation for Scientific Research and Development","keywords":"Hadron; Particle physics; Lepton; Physics; B meson; Meson; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001847815,0.0001302627,0.0002530115,0.000009995269,0.0001602677,0.00003322244,0.0001533041,0.000005752414,0.00003126542],"category_scores_gemma":[0.00001215215,0.0000770374,0.0001350925,0.00009017026,0.00045067,0.00009286797,0.0002355059,0.000178873,0.00003604481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006353561,"about_ca_system_score_gemma":0.00001875282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001691508,"about_ca_topic_score_gemma":6.424061e-8,"domain_scores_codex":[0.9989755,0.0002850757,0.0002405791,0.0001229236,0.0001940368,0.000181917],"domain_scores_gemma":[0.9994781,0.00006121592,0.0001383018,0.0001441797,0.0000976122,0.00008060561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007628352,0.0006205621,0.0009847376,0.00002343646,0.0003017808,0.000009127972,0.003269387,0.00004018622,0.9145396,0.05223023,0.001307175,0.02659752],"study_design_scores_gemma":[0.0003801164,0.0001504184,0.001136326,0.0000728667,0.00006060643,0.00001049842,0.001499326,0.00003008661,0.854117,0.142222,0.0002032847,0.0001173905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170821,0.0004528246,0.0000899617,0.0003308688,0.00005479804,0.00004192612,0.000006100689,0.000005667231,0.08193571],"genre_scores_gemma":[0.9991756,0.00002909242,0.00002811636,0.0000160725,0.0005390209,0.000001141907,0.000001152632,0.00001678162,0.0001930081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08999181,"threshold_uncertainty_score":0.3141494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478935923539615,"score_gpt":0.2439965360230235,"score_spread":0.2292071767876274,"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."}}