{"id":"W2507662106","doi":"10.1142/s0217732316300305","title":"Determinations of Vus using inclusive hadronic τ decay data","year":2016,"lang":"en","type":"article","venue":"Modern Physics Letters A","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Physics; Unitarity; Hadron; Particle physics; Lattice (music); Sum rule in quantum mechanics; Quantum chromodynamics","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":[0.00004951497,0.0001405907,0.0001944398,0.00001440192,0.0001302121,0.00001409386,0.0003360379,0.00001159401,0.00003438975],"category_scores_gemma":[0.000002219551,0.0001023853,0.00007277373,0.00008608861,0.0002400091,0.0002835752,0.0005866165,0.0000476321,0.00002322507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003670382,"about_ca_system_score_gemma":0.00002030552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007085891,"about_ca_topic_score_gemma":4.877236e-7,"domain_scores_codex":[0.9991136,0.00002938771,0.0001798542,0.0002652234,0.0001600204,0.0002519133],"domain_scores_gemma":[0.9992486,0.00008098347,0.00009772541,0.0004863643,0.00003452534,0.00005177662],"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":[0.00001055523,0.000173989,0.004932532,0.000004793139,0.000107482,6.930676e-7,0.0003423272,0.0000828826,0.911095,0.05315834,0.0000957086,0.02999565],"study_design_scores_gemma":[0.000598221,0.00002010573,0.0001437503,0.00005094297,0.00006191277,3.149294e-7,0.00005127123,0.01003194,0.8431168,0.1456049,0.00007766681,0.0002421478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7088392,0.00002331447,0.2896167,0.0005110487,0.00003969316,0.00007460843,0.000141128,0.00001170658,0.0007426306],"genre_scores_gemma":[0.9989805,9.103673e-7,0.000666034,0.0000689411,0.0002265457,0.00001042186,0.00001757504,0.00001792002,0.00001113447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2901413,"threshold_uncertainty_score":0.4175151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329740129435195,"score_gpt":0.3036905490023408,"score_spread":0.2703931477079888,"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."}}