{"id":"W3195962641","doi":"10.29173/mlj1014","title":"Challenging Dominant Portrayals of the Trans Sex Worker: On Gender, Violence, and Protection","year":2018,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Sex workers; Criminology; Gender studies; Social psychology; Sociology; Demography","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001060519,0.00008970563,0.0001272016,0.00004143819,0.001241162,0.00005204719,0.000177971,0.00008561628,0.00004291423],"category_scores_gemma":[0.00003562282,0.00006066284,0.00007409875,0.0001068268,0.0003981169,0.00008624311,0.00001536545,0.0002559611,0.000004115386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004660316,"about_ca_system_score_gemma":0.00007195304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002138262,"about_ca_topic_score_gemma":0.0206078,"domain_scores_codex":[0.9988068,0.0001761645,0.0002085545,0.000126647,0.0004082494,0.0002736113],"domain_scores_gemma":[0.9995196,0.00003370708,0.0001447004,0.00010691,0.00007883239,0.0001162932],"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":[0.0001705906,0.0003317677,0.00740482,0.00007414069,0.000148493,0.00003217458,0.1999853,0.00001829101,0.006559526,0.02707649,0.0004372194,0.7577612],"study_design_scores_gemma":[0.002163524,0.000838082,0.04096997,0.001475655,0.0001682417,0.0003333708,0.8054426,0.00007583098,0.02975559,0.0316885,0.08646301,0.0006256087],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521362,0.0003579158,0.0006872935,0.0007390077,0.001545423,0.0003347357,0.00000187682,0.00001746726,0.04418013],"genre_scores_gemma":[0.9975455,0.001055796,0.00004587897,0.0001112677,0.001176283,0.000005237908,7.438756e-8,0.000008175346,0.00005179254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7571356,"threshold_uncertainty_score":0.9972636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581197425100064,"score_gpt":0.278621612111915,"score_spread":0.2328096378609144,"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."}}