{"id":"W4252099195","doi":"10.1007/978-1-4939-7131-2_100915","title":"Probability Theory","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Markov Chains and Monte Carlo Methods","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001817149,0.0003173525,0.0004653061,0.00005489922,0.0000479763,0.00002019207,0.0002283599,0.000424156,0.01132111],"category_scores_gemma":[0.0004536078,0.0002340751,0.0002689536,0.000009218455,0.0001877014,0.00002352728,0.0001531812,0.00026037,0.000007341195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006413301,"about_ca_system_score_gemma":0.00005857902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000101495,"about_ca_topic_score_gemma":0.00002753457,"domain_scores_codex":[0.9987649,0.00007547056,0.0003519093,0.0003951846,0.0002228378,0.0001897033],"domain_scores_gemma":[0.9979296,0.0006979796,0.0001671529,0.0009410035,0.0001721874,0.00009206039],"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":[0.00001607886,0.00001298962,3.067262e-7,0.0001561509,0.00005458939,0.000003599514,0.00010466,2.655884e-9,0.000003109611,0.9268944,0.06499419,0.007759914],"study_design_scores_gemma":[0.00005544467,0.00003402476,6.151839e-8,0.00005313382,0.0000472262,0.000003390816,0.000006798036,0.000002079099,0.00004003986,0.6117862,0.3877988,0.0001728304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003114448,0.00008503594,0.01865976,0.00004471523,0.0003106403,0.0004574653,0.00002243391,0.0001866309,0.9802022],"genre_scores_gemma":[0.00001470689,0.00001902226,0.1100248,0.0001564791,0.0004401798,0.00001161358,0.00000640156,0.00007273583,0.889254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3228046,"threshold_uncertainty_score":0.9895827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583672447967818,"score_gpt":0.3453450106121729,"score_spread":0.1869777658153911,"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."}}