{"id":"W2596871334","doi":"","title":"Depression on the frontline: an examination of the impact of working conditions and life stressors on sex workers, stylists and servers","year":2009,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stressor; Server; Depression (economics); Psychology; Medicine; Environmental health; Computer science; Clinical psychology; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005525089,0.0001934301,0.0003586766,0.001087684,0.001818795,0.001377818,0.0004802569,0.0005597754,0.003035887],"category_scores_gemma":[0.001210461,0.0003117646,0.000457787,0.001345053,0.0005830295,0.0009725925,0.001648269,0.0009129398,0.0004298921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027046,"about_ca_system_score_gemma":0.0009337879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269996,"about_ca_topic_score_gemma":0.07759546,"domain_scores_codex":[0.9996883,0.00007578517,0.00002206406,0.00003167528,0.00006656621,0.0001156713],"domain_scores_gemma":[0.9991475,0.0001375326,0.0003205536,0.00003006486,0.0001000815,0.000264232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008022712,0.0002107679,0.9619081,0.00004708293,0.00003140158,0.0003674778,0.02207706,0.00001472716,0.0002395759,0.0001225106,0.001081429,0.0138196],"study_design_scores_gemma":[0.000002974286,0.00007157256,0.9785499,0.00002607531,0.000005409981,0.00009755558,0.02061246,0.00002244801,0.00001523929,0.0000290717,0.0005637062,0.000003656526],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986777,0.0002541518,0.00001335295,0.0002473906,0.000006770959,0.00001335697,0.0001262401,6.519169e-7,0.0006603934],"genre_scores_gemma":[0.9976953,0.0008317207,0.00006712352,0.0002416275,0.0000264127,0.00003500416,0.0001956151,0.000002030429,0.0009051861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0269996,"threshold_uncertainty_score":0.05368489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131669138241956,"score_gpt":0.3220264070512479,"score_spread":0.2907097156688284,"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."}}