{"id":"W4367609672","doi":"10.32920/22726481.v1","title":"“We Are Not Criminals”: Sex Work Clients in Canada and the Constitution of Risk Knowledge","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"York University","keywords":"Criminalization; Legislation; Constitution; Work (physics); Sex work; Government (linguistics); Public relations; Political science; Criminology; Purchasing; Law; Psychology; Business; Medicine; Engineering; Marketing; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006185736,0.0003322164,0.0006235161,0.002203804,0.05024823,0.01387017,0.002943582,0.002959145,0.00477249],"category_scores_gemma":[0.01904161,0.0007493325,0.000308281,0.004643382,0.02835455,0.0040179,0.009235605,0.007565969,0.0002763323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1228788,"about_ca_system_score_gemma":0.2176595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907103,"about_ca_topic_score_gemma":0.9939184,"domain_scores_codex":[0.9911178,0.002124403,0.0002528753,0.0005821172,0.002877584,0.003045249],"domain_scores_gemma":[0.9865667,0.003750013,0.0013709,0.0003713419,0.002987619,0.004953332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002852081,0.00004417179,0.02537113,0.00004685017,0.000006516227,0.000460881,0.9508733,0.00003535162,0.0002405389,0.007777197,0.002991135,0.01212438],"study_design_scores_gemma":[0.000004510647,0.00001123299,0.01378458,0.0001211922,0.000007849359,0.0001071484,0.9732298,0.00009580661,0.00008907838,0.0008993266,0.01161679,0.00003274933],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367233,0.001552895,0.0002838252,0.03472402,0.00007893824,0.00007420641,0.0001038893,0.00001672871,0.0264422],"genre_scores_gemma":[0.9940469,0.0008429846,0.0001602292,0.00190163,0.000008950977,0.00001678084,0.00003182671,0.0000161557,0.00297443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228788,"threshold_uncertainty_score":0.8915524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733196068477828,"score_gpt":0.3143428701194768,"score_spread":0.2670109094346985,"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."}}