{"id":"W2036864646","doi":"10.1016/j.jcrimjus.2013.09.006","title":"Community re-entry and the path toward desistance: A quasi-experimental longitudinal study of dynamic factors and community risk management of adult sex offenders","year":2013,"lang":"en","type":"article","venue":"Journal of Criminal Justice","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Université Laval","funders":"","keywords":"Longitudinal study; Context (archaeology); Psychology; Stressor; Criminal history; Recidivism; Criminology; Clinical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273861,0.0004063894,0.0005315492,0.0007692882,0.004519278,0.002500601,0.0009105704,0.001552953,0.002501616],"category_scores_gemma":[0.008643659,0.0008481591,0.0004957384,0.0003788262,0.001638613,0.001817842,0.001462669,0.003088764,0.0004067776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214334,"about_ca_system_score_gemma":0.003121017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02187444,"about_ca_topic_score_gemma":0.03875679,"domain_scores_codex":[0.9983799,0.0007138682,0.00008861957,0.00023067,0.0002184011,0.0003684971],"domain_scores_gemma":[0.9944318,0.001039017,0.001249345,0.0005139497,0.0005318209,0.002234095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004603728,0.1122802,0.828004,0.00004638227,0.0001242343,0.0006133689,0.03672402,0.0001602581,0.002039394,0.0007003921,0.0006248316,0.01407915],"study_design_scores_gemma":[0.0005185241,0.01944287,0.9323965,0.00005172382,0.0000851388,0.0003110529,0.04344504,0.001309248,0.0006460938,0.0006260741,0.00107727,0.00009049635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99976,0.00001275797,0.00001251665,0.00003878906,0.000003600991,0.00003096662,0.00001005778,0.000001335155,0.0001300662],"genre_scores_gemma":[0.9993213,0.0000267199,0.00008573313,0.00005090233,0.000004326599,0.00005679512,0.0000390262,0.000001281831,0.0004139123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02187444,"threshold_uncertainty_score":0.04349422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06200707833771653,"score_gpt":0.3484159168379932,"score_spread":0.2864088385002767,"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."}}