{"id":"W4241505850","doi":"10.1007/978-1-4614-6170-8_100773","title":"Probability Theory","year":2014,"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":"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":[0.0007439503,0.001148398,0.0009772559,0.001589942,0.0009253037,0.00271478,0.0008666658,0.001288099,0.03953939],"category_scores_gemma":[0.002556072,0.0005172638,0.0005112803,0.001465534,0.002584606,0.003252394,0.001183973,0.002979871,0.01482808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082886,"about_ca_system_score_gemma":0.001401276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00172828,"about_ca_topic_score_gemma":0.002091527,"domain_scores_codex":[0.9992222,0.0002269356,0.00002621542,0.0001285875,0.0003577321,0.0000384343],"domain_scores_gemma":[0.9993091,0.0004122387,0.00002608233,0.0001031514,0.0001230027,0.00002638095],"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":[0.000002324623,0.00001053294,0.00003110415,0.00006288511,0.00000654421,0.00001303491,0.0000714188,0.001197838,0.00007940482,0.9122435,0.05085925,0.03542212],"study_design_scores_gemma":[0.000002198568,0.000003243846,0.00006404798,0.00005932296,0.000003797188,0.00003790761,0.00001956683,0.002407641,0.00009569807,0.8340356,0.1632644,0.000006662596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001059577,0.01763859,0.225967,0.005472231,0.001936313,0.00006089689,0.0004307312,0.0004722901,0.7469624],"genre_scores_gemma":[0.08340832,0.02603358,0.06158185,0.002849645,0.004453688,0.0003350122,0.0007740984,0.0007407577,0.819823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03953939,"threshold_uncertainty_score":0.1322725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295622048891557,"score_gpt":0.3292962971463652,"score_spread":0.1997340922572095,"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."}}