{"id":"W4410546417","doi":"10.1017/cls.2024.33","title":"“Coming Out as Female Has Been a Gradual Process”: Combating Trans Necropolitical Governance in Canadian Corrections","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Feminism, Gender, and Sexuality Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Corporate governance; Political science; Process (computing); Management; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00154568,0.0002162791,0.0005304671,0.0001214626,0.002419465,0.0002490747,0.0003514425,0.0002622157,0.0000660591],"category_scores_gemma":[0.0007368326,0.0002612465,0.0002410205,0.000393849,0.00125573,0.0002868919,0.0000124978,0.000717896,0.000001239639],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002977917,"about_ca_system_score_gemma":0.01159254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9741783,"about_ca_topic_score_gemma":0.9997149,"domain_scores_codex":[0.9974681,0.000180362,0.0005731693,0.0002983645,0.0001596697,0.001320375],"domain_scores_gemma":[0.9970878,0.0003546829,0.0001824143,0.0001381152,0.0003177959,0.001919195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003925802,0.00001487951,0.009612178,0.000076034,0.0001104209,0.00009906528,0.475057,0.00001703171,0.000002586252,0.5128872,0.001142846,0.0009767453],"study_design_scores_gemma":[0.0009136163,0.0001102393,0.0075129,0.0004154817,0.0001111547,0.00004186448,0.7904456,0.0001112872,0.000007842434,0.02437729,0.1754974,0.0004552472],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294855,0.001229986,0.00004106257,0.02887971,0.001629842,0.0003122047,0.0001447249,0.00001461727,0.1382623],"genre_scores_gemma":[0.9887694,0.0002367211,0.0000750944,0.006175485,0.0002582012,0.0000104417,0.00000586159,0.00001907981,0.004449788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.48851,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045175832537344,"score_gpt":0.3309556685288085,"score_spread":0.290503910203435,"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."}}