{"id":"W4310992421","doi":"10.1177/26338076221141114","title":"Book Review: <i>Convict criminology for the future</i> by Ross, Jeffrey Ian &amp; Vianello, Francesca (Eds.) <i>Young men’s experiences of long-term imprisonment: Living life</i> by Tynan, Rachel Rose","year":2022,"lang":"en","type":"article","venue":"Journal of Criminology","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Convict; Imprisonment; Life imprisonment; Term (time); Criminology; Sociology; Prison; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001022305,0.0003744887,0.000866204,0.0001043188,0.0006913415,0.00003008118,0.001522108,0.000216241,0.009354395],"category_scores_gemma":[0.0002964498,0.0002916232,0.0004160619,0.0001551539,0.001004418,0.0004328559,0.0004613097,0.0007509823,0.00003125626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162775,"about_ca_system_score_gemma":0.0001002286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006412045,"about_ca_topic_score_gemma":0.00002653052,"domain_scores_codex":[0.9964421,0.0004272162,0.001397513,0.0004808168,0.0005884313,0.0006639548],"domain_scores_gemma":[0.9969169,0.0005501052,0.001675809,0.0005763078,0.00008322269,0.0001976377],"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":[0.0001755135,0.0003491821,0.0157851,0.0001079845,0.000225436,0.0000154456,0.005182833,0.00006392846,0.008783345,0.00002086536,0.9608498,0.008440557],"study_design_scores_gemma":[0.001157654,0.0008829857,0.0142649,0.00009323867,0.0008660155,0.0006536363,0.004801138,0.00007377102,0.002863277,0.00006304489,0.973787,0.0004933773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.355344,0.6268967,0.001371177,0.01416178,0.001438292,0.0005344679,0.00005083528,0.00002612766,0.000176687],"genre_scores_gemma":[0.681036,0.190393,0.0005632752,0.1204008,0.0005574684,0.0006767892,0.00007593625,0.0001027636,0.006193955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4365036,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587073441412671,"score_gpt":0.2734945572636008,"score_spread":0.2476238228494741,"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."}}