{"id":"W4288061410","doi":"10.1017/9781009089470.022","title":"Probability and Statistics Review","year":2022,"lang":"en","type":"other","venue":"","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Statistics; Computer science; Econometrics; Mathematics","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":[0.005434203,0.001029275,0.001854325,0.006555157,0.0009994612,0.003932302,0.001574882,0.002362263,0.04941288],"category_scores_gemma":[0.03255584,0.0005275385,0.001197859,0.007477579,0.002068095,0.003436799,0.001604719,0.004443466,0.02721419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003715758,"about_ca_system_score_gemma":0.007422145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00440806,"about_ca_topic_score_gemma":0.003127349,"domain_scores_codex":[0.9941004,0.001850138,0.0005877922,0.0007374724,0.002487736,0.0002365314],"domain_scores_gemma":[0.975257,0.01384561,0.00107057,0.001346526,0.007718964,0.0007613794],"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":[0.00002973152,0.00003308968,0.0004793996,0.003023356,0.0000964224,0.0002130025,0.0001154367,0.001189353,0.000177152,0.07710334,0.6202246,0.2973152],"study_design_scores_gemma":[0.00000394329,0.0000287828,0.000548678,0.001734924,0.0000227116,0.000511516,0.00005175659,0.0003442355,0.00007529756,0.03296629,0.9636881,0.00002383037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006766748,0.7618985,0.04841099,0.04559496,0.02881829,0.0001935453,0.003127667,0.0004990968,0.1107802],"genre_scores_gemma":[0.01363905,0.8721676,0.01167662,0.01271891,0.03334117,0.0003774408,0.003334795,0.0004010853,0.05234331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04941288,"threshold_uncertainty_score":0.1653025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127659315994659,"score_gpt":0.39376807794345,"score_spread":0.2661087619487911,"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."}}