{"id":"W4405630740","doi":"10.18192/jpp.v26i1-2.2233","title":"Prisoners of Penal Intensification and Sunny Ways","year":2017,"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":true,"ca_institutions":"University of Winnipeg; University of Ottawa","funders":"","keywords":"Criminology; Political science; Law; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001776935,0.0006841404,0.0005969403,0.0012747,0.001399141,0.003395773,0.0008002342,0.002183059,0.01358145],"category_scores_gemma":[0.008313164,0.0003396272,0.0003177401,0.001062213,0.001243167,0.002753349,0.001688769,0.004822775,0.002752182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007795347,"about_ca_system_score_gemma":0.001682965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238003,"about_ca_topic_score_gemma":0.007819635,"domain_scores_codex":[0.9990987,0.0002689821,0.0001282694,0.0001702733,0.0002341677,0.00009967763],"domain_scores_gemma":[0.993299,0.003459997,0.0006451965,0.0001254848,0.001611524,0.0008586424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002355344,0.00001504737,0.0006034604,0.0002499576,0.000007165397,0.0001128026,0.0004445669,0.00001681953,0.00003101656,0.002505172,0.973123,0.02286747],"study_design_scores_gemma":[0.00001258756,0.00004648825,0.01115812,0.001329217,0.00002654496,0.00058389,0.001983763,0.00007804876,0.00008867706,0.002557873,0.9821051,0.00002955266],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002347573,0.1237863,0.0002553026,0.4810437,0.3787156,0.00003173821,0.0005755318,0.00005197117,0.01319226],"genre_scores_gemma":[0.02805918,0.1222895,0.0006806842,0.1110517,0.6817872,0.0001493733,0.0006933858,0.0001032759,0.05518577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01358145,"threshold_uncertainty_score":0.04543447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05618007970726238,"score_gpt":0.3509827043960648,"score_spread":0.2948026246888025,"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."}}