{"id":"W2462175945","doi":"10.14288/1.0166511","title":"Communications in sex work : a content analysis of online sex work advertisements among men, women and transgender people in Vancouver","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sex work; Transgender; Advertising; Content analysis; Transgender women; Sex workers; Work (physics); Transgender people; Men who have sex with men; Transgender Person; Gender studies; Psychology; Sociology; Demography; Medicine; Engineering; Population; Human immunodeficiency virus (HIV); Business; Research methodology; Social science; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439314,0.0002316058,0.0004576818,0.003460916,0.003937219,0.003150103,0.0005478463,0.0004829174,0.001365501],"category_scores_gemma":[0.004567499,0.0003412884,0.0002890669,0.003683085,0.001475896,0.0005660563,0.001898603,0.0006763358,0.0002291815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007482812,"about_ca_system_score_gemma":0.007581818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5847702,"about_ca_topic_score_gemma":0.7765483,"domain_scores_codex":[0.9988226,0.0002922702,0.0001356556,0.0001019955,0.0004178571,0.0002297012],"domain_scores_gemma":[0.9957448,0.001467076,0.0006476459,0.0001105269,0.001500578,0.000529312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001564415,0.000170621,0.4531704,0.0005287803,0.00004366084,0.001232262,0.5109146,0.00003838773,0.001917528,0.0001987395,0.0008096306,0.0308189],"study_design_scores_gemma":[0.000004664693,0.00006057764,0.5350478,0.0002144241,0.00002617845,0.0001886242,0.4610337,0.00007760843,0.0001892561,0.00002707154,0.003113295,0.00001686286],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983112,0.0001777405,0.00003274298,0.0000736041,0.000005543636,0.00006010611,0.0001609821,0.000001906692,0.001176178],"genre_scores_gemma":[0.996187,0.0008943453,0.0003085262,0.0001398442,0.00001007814,0.0001190893,0.0003321709,0.000008017975,0.002000842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4152298,"threshold_uncertainty_score":0.8353503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324286886988811,"score_gpt":0.2429579976357071,"score_spread":0.210529308936826,"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."}}