{"id":"W4376137930","doi":"10.18192/jpp.v32i1.6751","title":"Life Beyond Crime: What Do Those at Risk of Offending, Prisoners and Ex-offenders Need to Learn? edited by Paul Crane. London: Lemos & Crane (2017) 292 pp.","year":2023,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Criminology; Psychology; Sociology; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002165094,0.001848576,0.001825617,0.002042833,0.002748025,0.006592694,0.00143594,0.002535776,0.010267],"category_scores_gemma":[0.003794448,0.000860578,0.0007146833,0.00235086,0.00306972,0.005336661,0.003005736,0.007776002,0.004154665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003331276,"about_ca_system_score_gemma":0.0096203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02327626,"about_ca_topic_score_gemma":0.04742932,"domain_scores_codex":[0.9991572,0.0004376033,0.00004502136,0.00007776657,0.0001903203,0.00009203893],"domain_scores_gemma":[0.9975909,0.001131586,0.0001454006,0.00005821159,0.0005500116,0.000523835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003284568,0.00004307342,0.0004036142,0.001105618,0.00002206021,0.0000699861,0.005081587,0.00009864983,0.00007542365,0.006325725,0.8551041,0.1316373],"study_design_scores_gemma":[0.00001414289,0.00005658444,0.006199621,0.009878023,0.00002749756,0.0003922996,0.01302857,0.0001189788,0.000111018,0.01653039,0.9535837,0.00005917209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008709702,0.8651683,0.000393355,0.1086408,0.01550094,0.00002482886,0.0001892709,0.00005164401,0.009159793],"genre_scores_gemma":[0.01364453,0.9326817,0.001343368,0.01284298,0.009112125,0.0001210192,0.0003623873,0.00008349108,0.02980845],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02327626,"threshold_uncertainty_score":0.04628158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486441605535185,"score_gpt":0.3254203730314891,"score_spread":0.2905559569761372,"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."}}