{"id":"W7118829214","doi":"10.65264/awfj1524","title":"Article 5: Should Men be Working in Prisons for Women?","year":2025,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Prison; Legislation; Empirical research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002709547,0.0003048637,0.0005354949,0.001333498,0.004125212,0.000630587,0.0004024491,0.0002271475,0.0004828497],"category_scores_gemma":[0.002053628,0.0003412256,0.0004269695,0.004541489,0.0001994297,0.0006850815,0.00008799342,0.001186631,0.00001446636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919358,"about_ca_system_score_gemma":0.001219117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976104,"about_ca_topic_score_gemma":0.07481537,"domain_scores_codex":[0.9963058,0.0003698388,0.001037879,0.0005097,0.0004477335,0.001329039],"domain_scores_gemma":[0.9972054,0.001290384,0.0003873124,0.0002965071,0.0004737161,0.000346709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004974418,0.001230507,0.0511508,0.00008166923,0.0005163789,0.00003187465,0.09836347,0.02753781,0.0007381615,0.001932725,0.01069428,0.8072249],"study_design_scores_gemma":[0.0009347759,0.0001872586,0.001169167,0.0004680176,0.0006490239,0.00002918606,0.8247174,0.01816924,0.0001387822,0.002348424,0.1508216,0.0003671071],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7556887,0.001993312,0.1886258,0.007641245,0.01516932,0.0008151491,0.00000696502,0.0001139899,0.02994553],"genre_scores_gemma":[0.9831229,0.002012652,0.001233495,0.0006050439,0.0009717654,0.00016358,0.000001130313,0.00002690503,0.01186253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8068578,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419207469415011,"score_gpt":0.3619599644706086,"score_spread":0.3277678897764585,"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."}}