{"id":"W4391582346","doi":"10.1137/1.9781611977820","title":"A Ramble Through Probability: How I Learned to Stop Worrying and Love Measure Theory","year":2024,"lang":"en","type":"book","venue":"Society for Industrial and Applied Mathematics eBooks","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Measure (data warehouse); Psychology; Computer science; Data mining","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":[0.003051953,0.0006036556,0.0007232081,0.001117798,0.002532821,0.006128756,0.001098942,0.002173771,0.01003302],"category_scores_gemma":[0.01116161,0.0003715969,0.000491381,0.0007636594,0.01756193,0.01360276,0.002368395,0.01145838,0.003163841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212515,"about_ca_system_score_gemma":0.00192013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769335,"about_ca_topic_score_gemma":0.004133913,"domain_scores_codex":[0.9988045,0.0006555521,0.00004494679,0.0001617766,0.000263039,0.00007035929],"domain_scores_gemma":[0.9957903,0.003273394,0.0001059302,0.0002446833,0.0003475122,0.0002383515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009417306,0.0000182173,0.0001391836,0.00005242422,0.000006186265,0.00003883722,0.001533635,0.0001709526,0.00004299549,0.8896138,0.07761446,0.0307599],"study_design_scores_gemma":[0.000005598871,0.000009725904,0.00009485806,0.0001054375,0.000003860224,0.00007447838,0.0005588082,0.000418845,0.00007303993,0.8212305,0.177412,0.00001274931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006672777,0.09666593,0.09844805,0.3748264,0.0156472,0.00008504654,0.0002020802,0.0004440221,0.4070085],"genre_scores_gemma":[0.3662472,0.0569726,0.0780969,0.09381542,0.01830185,0.0003717135,0.0001687783,0.001439393,0.3845862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01003302,"threshold_uncertainty_score":0.03356379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09642594926255513,"score_gpt":0.2990875398962405,"score_spread":0.2026615906336854,"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."}}