{"id":"W4213206942","doi":"10.1111/lcrp.12211","title":"Urgent issues and prospects in correctional rehabilitation practice and research","year":2022,"lang":"en","type":"article","venue":"Legal and Criminological Psychology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Criminal justice; Oppression; Criminology; Intervention (counseling); Social work; Psychology; Clinical social work; Rehabilitation; Economic Justice; Work (physics); Engineering ethics; Medical education; Applied psychology; Psychiatry; Medicine; Political science; Law; Politics; Engineering","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":[0.00183072,0.0002044967,0.0003114134,0.0003967491,0.0004117003,0.00004948643,0.0001651428,0.0001947927,0.0007790673],"category_scores_gemma":[0.0008153581,0.0001892262,0.00003043923,0.0004073743,0.0008176536,0.0001671547,0.0002686526,0.001245213,0.00002646116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006655662,"about_ca_system_score_gemma":0.00002498862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004296717,"about_ca_topic_score_gemma":0.00004426888,"domain_scores_codex":[0.9961929,0.001452554,0.0004018371,0.001021865,0.0003350007,0.0005958395],"domain_scores_gemma":[0.9981838,0.001155837,0.0001041409,0.0002957173,0.00007203912,0.0001884021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.005186457,0.002952021,0.0831138,0.00005857431,0.0001019307,0.0005667713,0.01500283,0.000004658159,0.001090453,0.5014219,0.3111822,0.07931836],"study_design_scores_gemma":[0.002177895,0.005445931,0.5362768,0.00001251064,0.00002070618,0.002478745,0.01608973,0.00002321915,0.000003215882,0.03951506,0.3976444,0.0003117611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9155471,0.00619133,0.00001900878,0.03025165,0.01811548,0.0005421414,0.00001175452,0.00007290645,0.02924869],"genre_scores_gemma":[0.9940207,0.0001611264,0.0009714198,0.003270926,0.0003927533,0.0003152569,0.000009605134,0.00001925725,0.0008389479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4619069,"threshold_uncertainty_score":0.8530241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146180954605455,"score_gpt":0.4482092517791129,"score_spread":0.3335911563185674,"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."}}