{"id":"W2016526674","doi":"10.1007/s10899-009-9124-1","title":"The Relationship of Problem Gambling to Criminal Behavior in a Sample of Canadian Male Federal Offenders","year":2009,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Community Safety and Correctional Services; Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Debt; Sample (material); Psychiatry; Gambling disorder; Criminology; Criminal behavior; Clinical psychology; Addiction; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009144116,0.0001649242,0.0004633503,0.001189677,0.000228267,0.00002639825,0.0002235681,0.00007789363,0.0000176379],"category_scores_gemma":[0.0005726986,0.0001212137,0.0001700593,0.0007068623,0.00008585933,0.00009224371,0.00002036897,0.0003007572,0.000003124152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718399,"about_ca_system_score_gemma":0.0001530525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01122729,"about_ca_topic_score_gemma":0.02803346,"domain_scores_codex":[0.9980764,0.000118806,0.0009382421,0.0001532543,0.0003311202,0.0003822238],"domain_scores_gemma":[0.9980831,0.0006401978,0.000501569,0.0001986653,0.0004417548,0.0001347043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003162765,0.0003866891,0.974881,0.0000225994,0.0001909224,0.0001291044,0.01407429,0.0001881989,0.0003493493,0.001224521,0.0007632431,0.007473805],"study_design_scores_gemma":[0.001124607,0.0009874172,0.9841953,0.0002216397,0.0002199863,0.0001053993,0.01197167,0.000001276634,0.0001780247,0.000711552,0.0001719227,0.0001112406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959199,0.001632795,0.00003678968,0.001121983,0.0004313045,0.0002521697,0.00001178836,0.000004870139,0.0005883279],"genre_scores_gemma":[0.9965707,0.00009316819,0.002971718,0.0000563899,0.00005872478,0.00001310651,0.000001160491,0.00001299244,0.0002220128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680618,"threshold_uncertainty_score":0.995357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2859260028406507,"score_gpt":0.4508115642214222,"score_spread":0.1648855613807715,"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."}}