{"id":"W4367596281","doi":"10.32920/22728359","title":"Beyond Tales of Trafficking: A Needs Assessment of Asian Migrant Sex Workers in Toronto","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sex work; Sex workers; Immigration; Outreach; Stigma (botany); Agency (philosophy); Citizenship; Gender studies; Political science; Migrant workers; Sociology; Criminology; Economic growth; Politics; Psychology; Human immunodeficiency virus (HIV); Medicine; Demography; Law; Population","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":[0.001435219,0.0004455154,0.0003425843,0.002074766,0.009090422,0.002966942,0.001199509,0.001051381,0.003502488],"category_scores_gemma":[0.002932767,0.0004880709,0.0004578518,0.003522086,0.001930305,0.001399952,0.004175063,0.001447512,0.0003623231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02848258,"about_ca_system_score_gemma":0.03972052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8500038,"about_ca_topic_score_gemma":0.9429811,"domain_scores_codex":[0.9988645,0.0001450983,0.00009664803,0.00005903205,0.0002590953,0.0005756065],"domain_scores_gemma":[0.996831,0.0002636722,0.0004395544,0.00005468196,0.001078881,0.001332172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000397977,0.0001263199,0.2220641,0.0004665297,0.000017737,0.001946025,0.7529265,0.00007221919,0.00061036,0.0005676451,0.005025188,0.01613759],"study_design_scores_gemma":[0.000002518333,0.00005367207,0.1443304,0.0001799972,0.000008126116,0.000114312,0.8514576,0.0000616727,0.00004077459,0.00003771753,0.00370231,0.00001079612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932093,0.0003618582,0.00003270221,0.002608145,0.00001899371,0.0001722588,0.0004125956,0.000004214033,0.003179932],"genre_scores_gemma":[0.9924075,0.001647965,0.0003065678,0.0009545767,0.0000206962,0.0003297275,0.0005472778,0.00000734902,0.00377845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1499962,"threshold_uncertainty_score":0.3017591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739888701771016,"score_gpt":0.3561308738621941,"score_spread":0.3287319868444839,"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."}}