{"id":"W6911361317","doi":"10.5281/zenodo.1193222","title":"Bayes Is On The Way","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bayes' theorem; Bayesian probability; Feature (linguistics); Bayesian inference","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002987964,0.0009961838,0.001795689,0.001591549,0.003713002,0.008997848,0.001351789,0.003577703,0.05256092],"category_scores_gemma":[0.01653899,0.001190475,0.0009254911,0.002240825,0.008084246,0.007549688,0.002221228,0.006275327,0.01287186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008227763,"about_ca_system_score_gemma":0.01165025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1792998,"about_ca_topic_score_gemma":0.2093055,"domain_scores_codex":[0.9961807,0.001149878,0.0002463488,0.001109467,0.001043134,0.000270596],"domain_scores_gemma":[0.9932618,0.003048343,0.0004197102,0.001183267,0.001691993,0.0003949134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006981692,0.000008995034,0.0004531396,0.0001818936,0.00003850571,0.00006947135,0.0005831784,0.0008942159,0.0001886847,0.8683358,0.07902161,0.05015466],"study_design_scores_gemma":[0.00001674046,0.00001280982,0.0005710902,0.0003265968,0.00003436191,0.00007117388,0.0002542963,0.001141932,0.000321488,0.4817411,0.5154381,0.00007022201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007124058,0.07608467,0.1442686,0.1605671,0.01290294,0.00008179305,0.006112189,0.001625802,0.5912328],"genre_scores_gemma":[0.2584389,0.05844796,0.07615587,0.01140912,0.003529573,0.0002058919,0.002835189,0.001292338,0.5876852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1792998,"threshold_uncertainty_score":0.3565123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158679350895252,"score_gpt":0.34097013951219,"score_spread":0.2251022044226648,"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."}}