{"id":"W7062445042","doi":"","title":"Transgender offenders within the prison estate : a comparative analysis of penal policy","year":2017,"lang":"en","type":"other","venue":"Research Repository (Kingston University London)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Transgender; Legislation; Estate; Penology; Criminal justice; Accommodation; Housing estate; Criminal law; Disadvantage","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002408108,0.0001425321,0.0003343334,0.002564387,0.00649618,0.00521641,0.0007045906,0.001110564,0.009444686],"category_scores_gemma":[0.006843891,0.0001996204,0.0001816197,0.003136926,0.004343329,0.003679781,0.00355615,0.001268435,0.0003479299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007675657,"about_ca_system_score_gemma":0.004572217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02506185,"about_ca_topic_score_gemma":0.07706638,"domain_scores_codex":[0.9962403,0.002207222,0.0001073937,0.0001146696,0.0005495811,0.0007808679],"domain_scores_gemma":[0.997373,0.001272985,0.0004617376,0.0001061301,0.0004261811,0.0003600278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003235487,0.0005032311,0.03915774,0.0008659143,0.00005448006,0.003597535,0.4905903,0.001481805,0.00128784,0.3259107,0.006678212,0.1295487],"study_design_scores_gemma":[0.00001172133,0.0001808117,0.07777388,0.0008195886,0.00002424802,0.000524727,0.8538058,0.0003620532,0.0003797253,0.003176121,0.06290825,0.00003315362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909707,0.002113129,0.0005414964,0.00266069,0.00006014624,0.00005512086,0.0000452629,0.00000663745,0.08481052],"genre_scores_gemma":[0.98824,0.002204151,0.0002032608,0.0001618133,0.00001451257,0.00003772258,0.00002239275,0.000008898452,0.009107384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02506185,"threshold_uncertainty_score":0.05569106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05451027481853478,"score_gpt":0.3236724893375439,"score_spread":0.2691622145190092,"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."}}