{"id":"W3158675872","doi":"10.18192/jpp.v16i2.5411","title":"Prison Stories by Seth Ferranti","year":2007,"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":"Prison; Sociology; Criminology; Political science","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":[0.002755943,0.0001509198,0.0003290293,0.0003753211,0.0006303029,0.0001136301,0.0003821917,0.0001260037,0.0001423311],"category_scores_gemma":[0.000594662,0.0001330888,0.0002849944,0.0007429408,0.0001890788,0.0003196609,0.00002355263,0.0005306909,0.00003641604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257726,"about_ca_system_score_gemma":0.0002664986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590949,"about_ca_topic_score_gemma":0.003407349,"domain_scores_codex":[0.9977174,0.0001722408,0.0005849554,0.0001675759,0.0009215322,0.0004362605],"domain_scores_gemma":[0.9981452,0.0003957557,0.0005878714,0.0001805846,0.0003873271,0.0003032631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001038946,0.001788353,0.02156474,0.00003071567,0.0006254293,0.0002077571,0.1254432,0.0002758288,0.005576838,0.009785861,0.4166514,0.417011],"study_design_scores_gemma":[0.0006880304,0.0005153586,0.001140376,0.0000516038,0.000487598,0.00002136575,0.4071669,0.00002715599,0.001806006,0.000156524,0.5876396,0.0002994431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937931,0.001231916,0.04118187,0.003307915,0.001531763,0.0001259877,0.000005233799,0.00004715589,0.01463716],"genre_scores_gemma":[0.9942428,0.0005672875,0.001764595,0.000296447,0.0006222525,0.000001107874,0.000001328659,0.00001681441,0.002487323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4167115,"threshold_uncertainty_score":0.5427203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908763065879929,"score_gpt":0.3541525363307975,"score_spread":0.3250649056719982,"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."}}