{"id":"W2296682519","doi":"10.1080/17441692.2015.1123748","title":"Sex work in geographic perspective: a multi-disciplinary approach to mapping and understanding female sex work venues in Southwest China","year":2016,"lang":"en","type":"article","venue":"Global Public Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian International Development Agency","keywords":"Sex work; China; Work (physics); Perspective (graphical); Sociology; Gender studies; Discipline; Sex workers; Space (punctuation); Mobilities; Geography; Social science; Demography; Population; Research methodology; Medicine; Human immunodeficiency virus (HIV); Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002257108,0.0001737907,0.0003231313,0.0003235308,0.0005895518,0.0001576065,0.0002541851,0.0002006239,0.00001062229],"category_scores_gemma":[0.0002216849,0.0001411239,0.00004653688,0.002967425,0.0002954101,0.0002120127,0.0001362846,0.0002473386,0.00001316332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726132,"about_ca_system_score_gemma":0.0003914988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009088627,"about_ca_topic_score_gemma":0.001685428,"domain_scores_codex":[0.99732,0.0005215111,0.0003076901,0.0005375079,0.0003226164,0.0009906888],"domain_scores_gemma":[0.9991319,0.00008093888,0.00009588397,0.0001821414,0.00002796323,0.0004811327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001609984,0.0001692033,0.726031,0.00001688159,0.00001394711,0.00000721537,0.2629419,0.00001223345,2.636888e-7,0.004552854,0.0001764564,0.006061881],"study_design_scores_gemma":[0.0006211344,0.00003667327,0.6392143,0.0003559238,0.000001682844,0.000001792532,0.3534357,0.00001068467,3.910878e-8,0.003889585,0.002223666,0.0002087335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519895,0.003247562,0.001508791,0.02860316,0.0002371921,0.0006796835,0.000006670659,0.0001271454,0.01360035],"genre_scores_gemma":[0.9980671,0.0004284452,0.0008878366,0.0002076618,0.0001408795,0.00002475129,0.000002950289,0.00001186894,0.0002284652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0904938,"threshold_uncertainty_score":0.99751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09604793391068285,"score_gpt":0.356002760771452,"score_spread":0.2599548268607692,"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."}}