{"id":"W3093998531","doi":"10.1111/hojo.12396","title":"Assisted Desistance in Formal Settings: A Scoping Review","year":2020,"lang":"en","type":"review","venue":"The Howard Journal of Crime and Justice","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Recidivism; Psychological intervention; Criminal justice; Context (archaeology); Psychology; Criminology; Abstinence; Identity (music); Psychiatry","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":[0.002978523,0.0002179202,0.001570986,0.0001689616,0.0004603177,0.0001331593,0.0004684544,0.0001148183,0.00004749624],"category_scores_gemma":[0.001736925,0.0001420991,0.0004882798,0.0009139624,0.0001542409,0.0003082303,0.00007158526,0.0006972963,0.00001323756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121205,"about_ca_system_score_gemma":0.001084783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628759,"about_ca_topic_score_gemma":0.000367006,"domain_scores_codex":[0.9971741,0.0008697615,0.001026437,0.0001676019,0.0004549345,0.0003071673],"domain_scores_gemma":[0.9973279,0.0009591734,0.001177166,0.0001491844,0.0002329414,0.0001536608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000115035,0.0000167718,1.492784e-7,0.07317373,0.00008109599,0.00007225085,0.002379938,4.69279e-7,8.499697e-8,0.0001672553,0.0004978902,0.9235989],"study_design_scores_gemma":[0.00007565171,0.00005272111,7.971867e-7,0.3026446,0.01707026,0.0001673527,0.02403537,0.000002179678,6.817154e-8,0.00001223971,0.6557824,0.0001563248],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007924332,0.9966828,0.0003524068,0.0005789454,0.0003160135,0.0003670126,0.000002707801,0.000008585174,0.001683662],"genre_scores_gemma":[0.00006247094,0.9983476,0.0001967227,0.0005882558,0.0007006092,0.00001026198,0.000001049287,0.00001497537,0.00007807225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9234425,"threshold_uncertainty_score":0.5794633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09328152906574132,"score_gpt":0.4170616406395553,"score_spread":0.3237801115738139,"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."}}