{"id":"W4367599024","doi":"10.32920/22726757.v1","title":"Sex Work and Canadian Policy: Recommendations for Labor Legitimacy and Social Change","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":"Decriminalization; Legitimacy; Narrative; Sex work; Political science; Social policy; Sex workers; Criminology; Sociology; Law; Medicine; Population; Demography; Politics","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":[0.04121727,0.002029417,0.001963114,0.01063165,0.03370712,0.03433282,0.008070316,0.02187079,0.01942304],"category_scores_gemma":[0.06520473,0.001109847,0.002266344,0.0102907,0.03459636,0.01816919,0.01388046,0.01688219,0.001720969],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2530642,"about_ca_system_score_gemma":0.6615918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9671192,"about_ca_topic_score_gemma":0.9689943,"domain_scores_codex":[0.9737921,0.007994426,0.001232594,0.001261386,0.0070564,0.008663183],"domain_scores_gemma":[0.9381558,0.01926129,0.001866089,0.001922135,0.02426568,0.01452899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006461418,0.0002081267,0.002942568,0.001204609,0.00004988956,0.0002797634,0.01766805,0.0009516441,0.0001098664,0.5753798,0.3325624,0.06857866],"study_design_scores_gemma":[0.0001388506,0.00004391442,0.0066171,0.006659808,0.0001464399,0.00006173849,0.1021622,0.001249665,0.0003847155,0.2245634,0.6577429,0.0002292706],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002077799,0.02118983,0.0009938154,0.9319989,0.002427826,0.0002076935,0.0002639798,0.00009810981,0.04074206],"genre_scores_gemma":[0.3552107,0.1146134,0.04747232,0.3818449,0.003806563,0.002542522,0.00150228,0.0003498169,0.09265763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2530642,"threshold_uncertainty_score":0.8663397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191283081661078,"score_gpt":0.3903283270050928,"score_spread":0.2712000188389849,"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."}}