{"id":"W2992606570","doi":"10.7202/1066418ar","title":"Gender, Victimization, and Commercial Sex: AComparative Study","year":2019,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Sex work and related issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Oppression; Sex work; SAFER; Sex trafficking; Sex workers; Safer sex; Economic Justice; Psychology; Gender studies; Demographic economics; Criminology; Sociology; Political science; Computer security; Demography; Medicine; Economics; Population; Human trafficking","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005846898,0.0002510672,0.0005254791,0.00005294633,0.001705824,0.00012125,0.0002271465,0.0002717191,0.0001125603],"category_scores_gemma":[0.0007310192,0.0002126914,0.00006397058,0.0005525977,0.0008724995,0.0002322575,0.0001886219,0.0004845791,0.00006743456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314572,"about_ca_system_score_gemma":0.00005707099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002932694,"about_ca_topic_score_gemma":0.0003966404,"domain_scores_codex":[0.9972821,0.0007411491,0.0003584981,0.0004920821,0.0005512398,0.0005749139],"domain_scores_gemma":[0.9987442,0.0006115294,0.00005881688,0.0001105546,0.0003568244,0.0001180771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003446134,0.0003703934,0.06038886,0.0001086833,0.0002573862,0.00004378561,0.8891098,0.00001489329,0.000007993918,0.03915462,0.01004497,0.000464172],"study_design_scores_gemma":[0.0008795097,0.00009253647,0.03752158,0.00002791535,0.0004232209,0.000002780462,0.9250594,0.00002103063,0.00000305632,0.002534176,0.03306977,0.0003650549],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.741223,0.01292644,0.0001832316,0.003044551,0.005114911,0.001618202,0.000008507307,0.0002442343,0.2356369],"genre_scores_gemma":[0.9945955,0.002148404,0.00022027,0.0007067324,0.001069984,0.00002885023,0.00000616515,0.0000174846,0.001206625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533725,"threshold_uncertainty_score":0.9995938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08710915163567123,"score_gpt":0.4281637172866624,"score_spread":0.3410545656509911,"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."}}