{"id":"W1557832184","doi":"10.32920/22726820.v1","title":"Why Decriminalize?: How Canada’s Municipal and Federal Regulations Increase Sex Workers’ Vulnerability","year":2023,"lang":"en","type":"article","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decriminalization; Principle of legality; Vulnerability (computing); Context (archaeology); Sex work; Work (physics); Political science; Sex workers; Position (finance); Order (exchange); Business; Law; Sociology; Engineering; Geography","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":[0.008359387,0.0003389835,0.0004590739,0.002079744,0.03266825,0.01100002,0.002668073,0.004187615,0.005940455],"category_scores_gemma":[0.02393632,0.0004336691,0.000654006,0.002774234,0.01866185,0.003323785,0.005900112,0.006092981,0.0003518578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1181036,"about_ca_system_score_gemma":0.2250505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868425,"about_ca_topic_score_gemma":0.991691,"domain_scores_codex":[0.9831691,0.00295231,0.0003073037,0.001076172,0.006914582,0.005580561],"domain_scores_gemma":[0.9847958,0.004382082,0.001306456,0.00057964,0.00603733,0.002898552],"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":[0.0001037614,0.000128036,0.0886391,0.0005266166,0.0001197124,0.002029818,0.2112052,0.001028586,0.001655647,0.4135706,0.1473588,0.1336342],"study_design_scores_gemma":[0.000043825,0.00006179307,0.09188131,0.001525816,0.0001816835,0.0006642016,0.2219386,0.001182766,0.002044397,0.03560824,0.6445878,0.0002796372],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2957596,0.008696416,0.002923467,0.4731707,0.001107066,0.0001755129,0.0004983886,0.0001063701,0.2175625],"genre_scores_gemma":[0.9358788,0.00408307,0.001166054,0.03822673,0.0001219303,0.0000488683,0.00009521181,0.00006715484,0.02031232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1181036,"threshold_uncertainty_score":0.8569055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458675899451959,"score_gpt":0.3065902043949879,"score_spread":0.2720034454004683,"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."}}