{"id":"W4288636591","doi":"10.5281/zenodo.2538412","title":"The sufficiency of the evidence, the relevancy of the evidence, and quantifying both with a single number","year":2019,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001982454,0.0001669586,0.0001891936,0.00006285358,0.002769348,0.0006153908,0.003874395,0.00008291309,0.0001477115],"category_scores_gemma":[0.001310488,0.00007595585,0.0001097011,0.001354323,0.0006577916,0.0002629621,0.002833101,0.0004795111,0.00008759508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151551,"about_ca_system_score_gemma":0.00007989382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000906404,"about_ca_topic_score_gemma":0.000004267051,"domain_scores_codex":[0.9973845,0.0004672511,0.0004193083,0.0004378534,0.001039583,0.0002515018],"domain_scores_gemma":[0.9958809,0.0003028333,0.000720119,0.001881192,0.001171365,0.0000435704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001394225,0.0007067006,0.001686366,0.001654668,0.0003662005,0.000005342948,0.006808167,0.0002062884,0.0117424,0.1754028,0.4323202,0.3689614],"study_design_scores_gemma":[0.00007778905,0.0002164343,0.005241641,0.001011237,0.0000420763,0.0002203444,0.0001855041,0.0005892726,0.001268027,0.0003036644,0.9906803,0.0001637286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06960072,0.01288328,0.2362534,0.02900484,0.002214713,0.01514043,0.0003094064,0.002466307,0.6321269],"genre_scores_gemma":[0.9914391,0.002477854,0.0003938508,0.00006097749,0.0000708692,5.558432e-7,0.000004785711,0.0003520233,0.005200008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9218383,"threshold_uncertainty_score":0.9985289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072394830360647,"score_gpt":0.3000713837423183,"score_spread":0.1928319007062537,"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."}}