{"id":"W4389298921","doi":"10.1080/01924036.2023.2286235","title":"Who is coming back to prison? Emerging adulthood and the challenges associated with desistance from crime","year":2023,"lang":"en","type":"article","venue":"International Journal of Comparative and Applied Criminal Justice","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Centre for Comparative Criminology; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Recidivism; Prison; Criminal justice; Intervention (counseling); Psychology; Criminology; Economic Justice; Life course approach; Psychiatry; Political science; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008123569,0.0001656308,0.0003747765,0.0007016389,0.003663583,0.002324461,0.0006363962,0.0007027602,0.001611343],"category_scores_gemma":[0.003339867,0.0001802245,0.000302543,0.000792011,0.001139608,0.001638617,0.00122126,0.001495189,0.0001512035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003084104,"about_ca_system_score_gemma":0.006954779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3298162,"about_ca_topic_score_gemma":0.5792342,"domain_scores_codex":[0.9992016,0.0001347386,0.00003729359,0.0000556876,0.00009671319,0.000473944],"domain_scores_gemma":[0.9980287,0.000143502,0.0005637853,0.00003980536,0.0003077717,0.0009163291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004608148,0.00008266269,0.9673913,0.00002797524,0.0000165556,0.0009264632,0.01928512,0.00002275779,0.00008062661,0.0003544773,0.0009358075,0.01083026],"study_design_scores_gemma":[0.000001624412,0.00005593666,0.8948046,0.00011927,0.00001291938,0.0005539685,0.1027493,0.00004770866,0.00003961275,0.0001605823,0.001443079,0.00001128886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954905,0.000714121,0.00002397652,0.002185086,0.0000267766,0.00001347869,0.00007087914,0.000001949862,0.001473261],"genre_scores_gemma":[0.99841,0.000751421,0.0000310913,0.000174118,0.00001178981,0.00000472589,0.00005028168,0.000001468152,0.0005650473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3298162,"threshold_uncertainty_score":0.6557929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06592385382594294,"score_gpt":0.3576532914571949,"score_spread":0.2917294376312519,"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."}}