{"id":"W4385492548","doi":"10.18192/jpp.v32i2.6850","title":"A Look at Prison Overcrowding from the Inside","year":2023,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Overcrowding; Prison; Criminology; Political science; Psychology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002507458,0.000124884,0.0002466417,0.0001897694,0.0007805873,0.00008973139,0.0004811295,0.0001340355,0.0002149939],"category_scores_gemma":[0.00122907,0.00008875893,0.0001499194,0.0007998003,0.000157569,0.0002042418,0.00008149209,0.0005710158,0.0002664089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004122901,"about_ca_system_score_gemma":0.0004736827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003112845,"about_ca_topic_score_gemma":0.002098538,"domain_scores_codex":[0.9974958,0.0004450236,0.0005653444,0.0001635994,0.0009407634,0.0003894818],"domain_scores_gemma":[0.9976837,0.001127446,0.000513285,0.0002260173,0.0002567263,0.0001928069],"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":[0.0002810931,0.0002332333,0.05110187,0.00001900838,0.0002467928,0.0001711298,0.09676327,0.00009513503,0.002038296,0.07442947,0.6712388,0.103382],"study_design_scores_gemma":[0.0006896618,0.0001389247,0.02137289,0.0001339079,0.00002266044,0.000004518276,0.03534276,0.00004947427,0.0003986192,0.002316348,0.9393634,0.0001668619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7945015,0.000374817,0.0001245578,0.1963019,0.000989204,0.0001668602,0.000008237318,0.00008091927,0.007451932],"genre_scores_gemma":[0.993336,0.001274136,0.0003506214,0.002491298,0.0009390071,0.000004344224,0.00000252209,0.00002000525,0.001582038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2681246,"threshold_uncertainty_score":0.6003725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0983137740327127,"score_gpt":0.3853364198792751,"score_spread":0.2870226458465625,"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."}}