{"id":"W4404989434","doi":"10.1017/9781316831946.015","title":"The Sex Worker Survey","year":2024,"lang":"en","type":"other","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Sex workers; Demography; Sociology; Research methodology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001614618,0.0007385418,0.000601362,0.003740884,0.0008397415,0.0008516504,0.001051808,0.001189713,0.04145849],"category_scores_gemma":[0.006034103,0.0006701701,0.0004551523,0.00489013,0.0001651831,0.001002703,0.001447915,0.001108913,0.03047743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489561,"about_ca_system_score_gemma":0.00446799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1001187,"about_ca_topic_score_gemma":0.1343407,"domain_scores_codex":[0.9988725,0.000267041,0.0001400287,0.0001064438,0.0003665902,0.0002474193],"domain_scores_gemma":[0.9967279,0.0005885701,0.0005625594,0.0001833249,0.001245489,0.0006920839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001558014,0.0002359738,0.07392367,0.0003121116,0.00002981945,0.00006669849,0.0001677675,0.00008338862,0.0001501349,0.0005716747,0.8909224,0.03338061],"study_design_scores_gemma":[0.0002442674,0.0001128801,0.6227522,0.0003563816,0.00003150592,0.0001278093,0.0006523651,0.0003236125,0.0002454572,0.0003752124,0.3747533,0.00002505727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02052933,0.0007424355,0.000333114,0.001750928,0.0004673936,0.0008414072,0.9145623,0.0002011723,0.06057192],"genre_scores_gemma":[0.05311337,0.003402327,0.001485314,0.004285632,0.0005359311,0.006652453,0.659168,0.0001770058,0.27118],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1001187,"threshold_uncertainty_score":0.1990718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542397660375423,"score_gpt":0.3306032878767714,"score_spread":0.3051793112730172,"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."}}