{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006965003,0.0006126904,0.0003971618,0.002665821,0.02072361,0.01297014,0.001210935,0.002189621,0.002794364],"category_scores_gemma":[0.00623296,0.0003154011,0.0001810573,0.002576772,0.03712106,0.005208584,0.008479159,0.004678439,0.0003380173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01193557,"about_ca_system_score_gemma":0.01084364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1683685,"about_ca_topic_score_gemma":0.2865347,"domain_scores_codex":[0.9941959,0.004024754,0.00009560467,0.0001555216,0.0009376772,0.0005903623],"domain_scores_gemma":[0.9946569,0.003564727,0.0004783894,0.0002571022,0.0006361625,0.0004066539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001848963,0.0000107788,0.002663325,0.00005053143,0.000002577564,0.0003207426,0.9305357,0.00002005909,0.0005270834,0.05823151,0.001607474,0.006011863],"study_design_scores_gemma":[0.00000219724,0.000009953697,0.001881988,0.0002688394,0.00000619287,0.0002492926,0.9607742,0.00005832125,0.0004255224,0.004979467,0.03133505,0.000008889135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7534934,0.005390973,0.003005761,0.07339118,0.0004470865,0.00003985639,0.0001161767,0.00003689602,0.1640787],"genre_scores_gemma":[0.987917,0.001851787,0.0003925659,0.00356298,0.00008854497,0.00002179262,0.00001539629,0.00002967503,0.006120238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1683685,"threshold_uncertainty_score":0.3347769,"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."}}