{"id":"W3131281032","doi":"","title":"Measurement of the b-tagging effiency using muon+jets events","year":2011,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Computer science; Physics; Particle 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00230065,0.001069182,0.0006446498,0.001314785,0.0007298945,0.002269515,0.001059508,0.001653253,0.002745258],"category_scores_gemma":[0.001977548,0.0007586657,0.0004784323,0.001048586,0.0005740282,0.0009728423,0.001191757,0.0005363467,0.0007294578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000758188,"about_ca_system_score_gemma":0.0002398226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401351,"about_ca_topic_score_gemma":0.001436962,"domain_scores_codex":[0.9982152,0.0004564771,0.00006489243,0.000626173,0.000293933,0.0003433513],"domain_scores_gemma":[0.9985445,0.0006506984,0.0002565502,0.0002227394,0.0001015024,0.0002240738],"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":[0.006427018,0.0003912958,0.03137527,0.0003591949,0.000339162,0.000796639,0.0002628813,0.002249898,0.9299982,0.004615133,0.0006187161,0.02256654],"study_design_scores_gemma":[0.0004865865,0.001291229,0.06759287,0.00008692979,0.0003703188,0.001389887,0.00009690313,0.01990791,0.9036261,0.0009373227,0.004115959,0.00009797548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765865,0.001523326,0.01045694,0.0001919034,0.00009660375,0.00005006257,0.0007720746,0.0003938859,0.009928687],"genre_scores_gemma":[0.9944215,0.0002680396,0.003176831,0.00006371936,0.00001977248,0.00001491648,0.0004751261,0.00006569052,0.001494285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002745258,"threshold_uncertainty_score":0.01216716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578600256053827,"score_gpt":0.2219501397569823,"score_spread":0.186164137196444,"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."}}