{"id":"W2090572652","doi":"10.1177/0093854805284406","title":"Reducing Prison Misconducts","year":2006,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Recidivism; Prison; Misconduct; Psychology; Therapeutic community; Criminology; Medicine; Clinical psychology; Psychiatry; Political science; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001692191,0.000256763,0.0002390675,0.0001428455,0.0002121046,0.00006880023,0.0001756652,0.0001575148,0.0003888246],"category_scores_gemma":[0.00001950523,0.0002496934,0.00006189023,0.0001570769,0.0001566115,0.0001385642,0.00004364508,0.000277848,0.0002440333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003692873,"about_ca_system_score_gemma":0.00002577553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006247683,"about_ca_topic_score_gemma":0.00003353712,"domain_scores_codex":[0.9983118,0.00005886083,0.0003553535,0.0005595558,0.0001937916,0.0005206239],"domain_scores_gemma":[0.9992135,0.00006621179,0.0001354111,0.0003904435,0.00005235482,0.0001421373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005042326,0.003595675,0.01352378,0.00147653,0.00007450541,0.00132562,0.01441296,0.000005534215,0.1070474,0.02823687,0.6536429,0.176154],"study_design_scores_gemma":[0.00494618,0.001798333,0.8357215,0.0003947151,0.03411287,0.002864484,0.08405934,0.0000308593,0.005464784,0.000576392,0.02769347,0.002337068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310989,0.001463151,0.00008808598,0.0001308843,0.04529697,0.0002205954,0.00001377327,0.0001091659,0.02157845],"genre_scores_gemma":[0.9913197,0.000009716551,0.001473269,0.0002680047,0.003161982,0.00005682774,0.00002688946,0.00004737884,0.003636258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8221977,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881532891962096,"score_gpt":0.3473747589390709,"score_spread":0.28855943001945,"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."}}