{"id":"W1483981938","doi":"10.32920/22726724","title":"When Sex is Work: Organizing for Labour Rights and Protections","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":"Toronto Metropolitan University","funders":"","keywords":"Decriminalization; Criminalization; Sex work; Appeal; Criminal code; Charter; Political science; Harassment; Criminal justice; Criminology; Law; Government (linguistics); Work (physics); Redress; Sociology; Criminal law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002275542,0.00004223688,0.00005742158,0.00004859937,0.0009614649,0.00007896768,0.00005887928,0.00008767385,0.0006211759],"category_scores_gemma":[0.00004713321,0.00003192427,0.00001768847,0.0004653321,0.00006014411,0.0000634097,0.00001916945,0.0000561971,0.0001487377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001312649,"about_ca_system_score_gemma":0.00002224826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736678,"about_ca_topic_score_gemma":0.0003022485,"domain_scores_codex":[0.9995174,0.00002493318,0.00006125846,0.0001202595,0.00008832284,0.0001878052],"domain_scores_gemma":[0.9997616,0.00007589887,0.0000145957,0.00005188418,0.00004220638,0.00005377166],"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":[0.00001263236,0.00004032314,0.005398723,0.00002505035,0.0001138186,0.000004923489,0.6062754,0.000004633678,0.0002564562,0.04368211,0.3272958,0.01689019],"study_design_scores_gemma":[0.0001304874,0.00001387482,0.0005213873,0.00001587009,0.000008778923,2.494768e-7,0.0193579,0.00002262434,0.0008425976,0.06043404,0.9185599,0.00009227879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006074,0.0002629605,0.0004944995,0.02409977,0.0005609543,0.0009370866,0.000002244785,0.000969601,0.07206548],"genre_scores_gemma":[0.5460155,0.00006478816,0.001108018,0.000172207,0.0002687929,0.00003091232,0.000001350088,0.000008462669,0.4523299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5912641,"threshold_uncertainty_score":0.7394908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836043157028566,"score_gpt":0.3064243319351296,"score_spread":0.2780639003648439,"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."}}