{"id":"W3158202391","doi":"10.18192/jpp.v14i2.5386","title":"Sunshine Sketch of a Little Jail","year":2006,"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":"Sketch; Political science; Computer science; Algorithm","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":[0.0009678336,0.00009883449,0.0003708695,0.0002993883,0.000210324,0.00004297023,0.0002666713,0.00006832802,0.0004106982],"category_scores_gemma":[0.0002915908,0.00007960125,0.0004596578,0.0006047948,0.0001410137,0.0001675556,0.0000181363,0.000246355,0.00001461207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021899,"about_ca_system_score_gemma":0.0002292562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007326805,"about_ca_topic_score_gemma":0.007481618,"domain_scores_codex":[0.9984112,0.0001574275,0.0005193745,0.0001028245,0.0006000191,0.0002090933],"domain_scores_gemma":[0.9985227,0.0002727073,0.0005896708,0.0001479848,0.0003665576,0.0001003634],"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":[0.001611071,0.01026761,0.07845709,0.0002395196,0.006224087,0.0003910358,0.08513948,0.01557405,0.01115482,0.1318619,0.3577228,0.3013565],"study_design_scores_gemma":[0.003247409,0.002171078,0.01576079,0.0002667511,0.0152495,0.00007620314,0.3979465,0.0005010907,0.006179579,0.006675664,0.5509204,0.001004976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735854,0.0009042937,0.003442295,0.003686356,0.0004031747,0.00007704309,0.000004917963,0.00001663166,0.01787992],"genre_scores_gemma":[0.995728,0.0002190372,0.001554999,0.00006920616,0.0004175182,0.000001838086,6.865599e-7,0.00000865086,0.002000115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.312807,"threshold_uncertainty_score":0.9992835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770982312286121,"score_gpt":0.3123280922637939,"score_spread":0.2946182691409327,"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."}}