{"id":"W3124749508","doi":"10.3390/socsci10020035","title":"Job Attributes and Mental Health: A Comparative Study of Sex Work and Hairstyling","year":2021,"lang":"en","type":"article","venue":"Social Sciences","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychology; Sex work; Social psychology; Stigma (botany); Unemployment; Hostility; Perspective (graphical); Job insecurity; Work (physics); Medicine; Psychiatry; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329303,0.0001813574,0.000445295,0.001237159,0.001437022,0.0006219504,0.0003641482,0.000508517,0.002138999],"category_scores_gemma":[0.003423034,0.0002487542,0.0005612877,0.001380248,0.0006326537,0.0008664101,0.001394437,0.0005647802,0.0001478139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00061078,"about_ca_system_score_gemma":0.0006431788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220629,"about_ca_topic_score_gemma":0.04898154,"domain_scores_codex":[0.9991947,0.0004281844,0.00004538124,0.00006538763,0.000102164,0.0001641136],"domain_scores_gemma":[0.9985303,0.0005388215,0.0003534503,0.0001146177,0.0001242754,0.0003386296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003394605,0.0006666608,0.9697477,0.0001110181,0.0001576816,0.0004259672,0.01919455,0.00003976543,0.0003833396,0.0001833656,0.0001712824,0.008579125],"study_design_scores_gemma":[0.00001219753,0.0004667037,0.9737012,0.00005778695,0.0000425907,0.0001788299,0.02497848,0.00006241208,0.00005703816,0.00004365579,0.0003898931,0.000009291043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995571,0.0001828338,0.0000231767,0.0000273431,0.000003560617,0.000007322234,0.00004260702,2.435192e-7,0.0001558383],"genre_scores_gemma":[0.9994155,0.0002800399,0.00004322101,0.00003508769,0.000007291117,0.00001471722,0.00006451719,6.573135e-7,0.0001390062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02220629,"threshold_uncertainty_score":0.04415405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08863088336058125,"score_gpt":0.4055915172652285,"score_spread":0.3169606339046472,"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."}}