{"id":"W1541709579","doi":"10.1108/jfp-10-2013-0048","title":"The use of a structured guide to assess proxies of offending behaviours and change in custodial settings","year":2015,"lang":"en","type":"article","venue":"Journal of Forensic Practice","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Psychology; Sanctions; Aggression; Proxy (statistics); Social psychology; Applied psychology; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.002777936,0.0002336771,0.0005672296,0.0004415519,0.00006546387,0.00006685071,0.0003563847,0.0001469495,0.000008511329],"category_scores_gemma":[0.004159536,0.0001731491,0.0001065891,0.0004988465,0.0002308537,0.001021329,0.0001114864,0.0005646544,0.000001962917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271082,"about_ca_system_score_gemma":0.0001644341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006387384,"about_ca_topic_score_gemma":0.0004134941,"domain_scores_codex":[0.9969525,0.000495983,0.00122403,0.000240495,0.0006782534,0.0004086877],"domain_scores_gemma":[0.9948184,0.001496739,0.002321252,0.0004087036,0.0007047805,0.000250071],"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":[0.01151067,0.0008875678,0.130191,0.0001149985,0.000890528,0.0005398859,0.08389559,0.00006451194,0.005038674,0.009867921,0.6251971,0.1318016],"study_design_scores_gemma":[0.01523044,0.008508148,0.5502781,0.001930709,0.001577427,0.01011559,0.07269008,0.0001545812,0.004494874,0.003079769,0.3305508,0.001389518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634687,0.001025912,0.0001846778,0.004908022,0.02898272,0.0005106044,0.00002722474,0.00001066598,0.0008815141],"genre_scores_gemma":[0.974878,0.00004463937,0.02307278,0.0006909966,0.001161406,0.00001259573,0.000002011023,0.00004705411,0.00009057403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4200871,"threshold_uncertainty_score":0.7060816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572800241604892,"score_gpt":0.4096251945462347,"score_spread":0.2523451703857454,"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."}}