{"id":"W4367832329","doi":"10.32920/22726661","title":"“It Depends on Who You Are, What You Are”: ‘Community Safety’ and Sex Workers’ Experience with Surveillance","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University; University of Toronto","funders":"York University","keywords":"Harm; Diversity (politics); Normative; Sex work; Legislature; Sex workers; Craft; Sociology; Product (mathematics); Public relations; Social psychology; Criminology; Political science; Psychology; Law; Medicine; Geography; Demography; 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":[0.01122098,0.000449387,0.0005905877,0.001506588,0.03221763,0.01242552,0.001617651,0.004874492,0.0042303],"category_scores_gemma":[0.01812389,0.0007628723,0.0004348133,0.001174596,0.03958967,0.007377543,0.011337,0.008379866,0.0003686476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007449191,"about_ca_system_score_gemma":0.007669644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08857063,"about_ca_topic_score_gemma":0.07656968,"domain_scores_codex":[0.9773962,0.01759016,0.0003473847,0.0006169335,0.001707359,0.002341906],"domain_scores_gemma":[0.9862921,0.007892465,0.001506758,0.0004015817,0.001175424,0.00273164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005166835,0.00001152086,0.001198164,0.00001402798,0.000001446368,0.0001668657,0.9948578,0.000004457388,0.00005248234,0.001940843,0.000642064,0.001105218],"study_design_scores_gemma":[0.000002224573,0.00002022799,0.0008770084,0.00005732513,0.000001886088,0.0001458609,0.9876391,0.00001885098,0.0000336881,0.0003258194,0.01086883,0.000009228656],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242791,0.002455101,0.0008330935,0.03267955,0.0004457074,0.00004451136,0.0000229364,0.00002488484,0.03921524],"genre_scores_gemma":[0.993846,0.0005458833,0.00009888672,0.002249296,0.00008026593,0.00001427406,0.00000800804,0.00001692206,0.003140534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08857063,"threshold_uncertainty_score":0.1761101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04578710697089854,"score_gpt":0.321183682891595,"score_spread":0.2753965759206965,"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."}}