{"id":"W2133554974","doi":"10.1177/0093854802029003004","title":"Assessing Change With the Psychological Inventory of Criminal Thinking Styles","year":2002,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services","funders":"","keywords":"Psychology; Scale (ratio); Test (biology); Analysis of variance; Variance (accounting); Clinical psychology; Psychological testing; Applied psychology; Social psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000362849,0.0003133349,0.0003288383,0.0001459021,0.0003495393,0.0001140005,0.000399148,0.0001759234,0.0006435221],"category_scores_gemma":[0.00002294492,0.0002050662,0.0000834228,0.0002225092,0.0006020108,0.0003119735,0.00007424089,0.0004801788,0.0000482767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002660464,"about_ca_system_score_gemma":0.000007390473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000724744,"about_ca_topic_score_gemma":0.00002492941,"domain_scores_codex":[0.9980026,0.0001786599,0.0003573663,0.0005421341,0.0004046401,0.0005146354],"domain_scores_gemma":[0.9988248,0.0001584808,0.0002829168,0.0005008043,0.00008314577,0.0001498927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001262478,0.009686151,0.05142619,0.003190405,0.0003161542,0.001946977,0.2757328,0.000001477165,0.005940392,0.03467995,0.1041359,0.5116812],"study_design_scores_gemma":[0.002753401,0.003266394,0.5419853,0.0005050027,0.02413481,0.002105677,0.4219886,0.0000773903,0.0001446244,0.0001426863,0.00184999,0.001046162],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801944,0.002270183,0.00009740037,0.0003898627,0.008501576,0.0003361961,0.000008259452,0.00007078581,0.008131335],"genre_scores_gemma":[0.9964783,0.00004645857,0.0006283527,0.001139671,0.00138225,0.0001185639,0.000005398738,0.00003999199,0.0001610537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.510635,"threshold_uncertainty_score":0.8362357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086663322132228,"score_gpt":0.3932736902920274,"score_spread":0.1846073580788046,"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."}}