{"id":"W2752232869","doi":"10.1002/cbm.2053","title":"Criminal thinking shifts among male prisoners participating in a cognitive‐based education programme","year":2017,"lang":"en","type":"article","venue":"Criminal Behaviour and Mental Health","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Institute for the Mathematical Sciences","keywords":"Recidivism; Psychology; Entitlement (fair division); Rationalisation; Intervention (counseling); Curriculum; Cognition; Prison; Social psychology; Criminology; Psychiatry; Pedagogy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007958986,0.0003849706,0.0003389705,0.0005779306,0.001378503,0.0008668639,0.0004627961,0.0005633034,0.002081051],"category_scores_gemma":[0.002880473,0.0003203728,0.000303013,0.0002673673,0.0006071696,0.0003379324,0.0009391843,0.0008873423,0.0002569646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000597,"about_ca_system_score_gemma":0.0009063084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170919,"about_ca_topic_score_gemma":0.02075247,"domain_scores_codex":[0.9994987,0.000135303,0.00002471046,0.00005255577,0.00008636832,0.0002023208],"domain_scores_gemma":[0.9986797,0.0001754634,0.0003817199,0.00004820969,0.0001521483,0.00056279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009073446,0.01177619,0.8714353,0.0001503088,0.00009165595,0.0007424632,0.05812447,0.0001371818,0.004591817,0.0001060831,0.001049431,0.05088777],"study_design_scores_gemma":[0.00003524756,0.002596792,0.985051,0.00002741242,0.00002161403,0.0001277176,0.0111224,0.000111426,0.0003089167,0.00002913763,0.0005558962,0.00001237063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999853,0.000008456077,0.000004948051,0.00002395275,0.000001628127,0.00001067765,0.000004853106,0.000001252372,0.00009114353],"genre_scores_gemma":[0.9992436,0.00003384924,0.00004967281,0.00003194374,0.000004422883,0.00003342102,0.00002256291,8.738851e-7,0.0005797996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170919,"threshold_uncertainty_score":0.02328205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09502444005598508,"score_gpt":0.4336205338894278,"score_spread":0.3385960938334427,"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."}}