{"id":"W4405346985","doi":"10.24908/jcri.v11i2.17782","title":"Weaponized Licensure: Asian Migrant Sex Workers’ Struggle Against Discriminatory Licensing in Newmarket, Ontario","year":2024,"lang":"en","type":"article","venue":"Journal of Critical Race Inquiry","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Migrant workers; Agency (philosophy); Licensure; Political science; Gender studies; Criminology; Economic growth; Sociology; Law; Social science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002243931,0.0002062531,0.0004649775,0.0003442373,0.0002953247,0.0003953848,0.0003271129,0.0003525978,0.0003358524],"category_scores_gemma":[0.001527118,0.0001708261,0.0002740986,0.000583514,0.0008621893,0.0006424405,0.00005180791,0.001515944,0.00003238645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006407259,"about_ca_system_score_gemma":0.001102723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283527,"about_ca_topic_score_gemma":0.00866436,"domain_scores_codex":[0.9969496,0.0005712878,0.000757181,0.0002623656,0.0008222847,0.0006372893],"domain_scores_gemma":[0.9979388,0.001176607,0.00009808488,0.0001581338,0.0002010577,0.0004272794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003464576,0.0004990229,0.008711852,0.0001558341,0.0001468805,0.004917119,0.88822,0.00004856911,0.000417508,0.002809678,0.03113188,0.06259528],"study_design_scores_gemma":[0.001211333,0.0002499955,0.02022551,0.004685276,0.0002810682,0.0001527557,0.5028992,0.0001905291,0.0001478171,0.007349338,0.4618761,0.0007311419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402729,0.0100805,0.0001400702,0.02100873,0.005246236,0.0001405152,0.000001004143,0.00006571119,0.0230443],"genre_scores_gemma":[0.9938497,0.00030156,0.0007300678,0.000311349,0.001337757,0.000001381044,9.197669e-7,0.0000295495,0.003437702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4307442,"threshold_uncertainty_score":0.6966085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454383826613148,"score_gpt":0.3574763477102708,"score_spread":0.3229325094441393,"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."}}