{"id":"W4211236808","doi":"10.1017/9781108571401.004","title":"Foundations of Probability","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Bandit Algorithms Research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Mathematics; 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":[0.001238636,0.0006578352,0.0007203381,0.001495518,0.0008849803,0.003029619,0.0006519498,0.001067393,0.02158302],"category_scores_gemma":[0.004642447,0.0003955386,0.0007245506,0.001556212,0.00278447,0.003249232,0.001092725,0.002651579,0.006374953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262624,"about_ca_system_score_gemma":0.001271191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750564,"about_ca_topic_score_gemma":0.001284858,"domain_scores_codex":[0.9992055,0.0002759286,0.00003283843,0.0001424638,0.0002823288,0.0000609029],"domain_scores_gemma":[0.9976535,0.001650171,0.00008664391,0.0002887877,0.0002299719,0.00009086476],"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":[0.000003436314,0.00000331213,0.00007317348,0.00006491211,0.000007157312,0.00002316472,0.00004451141,0.001034044,0.0000659683,0.9657353,0.01859004,0.01435493],"study_design_scores_gemma":[0.000002082089,0.000003535394,0.0001437493,0.00004108126,0.000003078028,0.00004024524,0.00001297705,0.001410802,0.00004027381,0.9557167,0.04258162,0.000003911097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.00559665,0.07382454,0.3091268,0.02035604,0.001971646,0.00003897252,0.001567437,0.0006903124,0.5868278],"genre_scores_gemma":[0.5065495,0.1219217,0.1122684,0.005636413,0.0100563,0.0003814223,0.001878393,0.0007029875,0.2406049],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02158302,"threshold_uncertainty_score":0.07220238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1718525879049095,"score_gpt":0.3399381421757821,"score_spread":0.1680855542708727,"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."}}