{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008694154,0.0000673709,0.0002174207,0.00003456376,0.002640944,0.0001169491,0.0001013074,0.00004904734,0.00002910021],"category_scores_gemma":[0.00004649804,0.00005724295,0.00002061647,0.0008083156,0.001206784,0.000115968,0.00007476703,0.00008292795,9.090876e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002689606,"about_ca_system_score_gemma":0.0001771896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601723,"about_ca_topic_score_gemma":0.001855269,"domain_scores_codex":[0.9986773,0.0003313803,0.0001599015,0.0002269189,0.000365409,0.0002391529],"domain_scores_gemma":[0.9996172,0.0001446933,0.00008704712,0.00003046937,0.00005256515,0.00006807489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004269053,0.00009029116,0.204298,0.000003798098,0.0000218436,0.000001278218,0.7906448,0.000002004642,0.00001612969,0.001438829,0.0006118262,0.002866971],"study_design_scores_gemma":[0.0002581188,0.0001435424,0.03625301,0.00002433364,0.00000648873,3.923948e-7,0.9579055,0.000006699638,0.00004298586,0.0007792913,0.004488109,0.00009148104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841691,0.003762513,0.000001515062,0.006736222,0.0001677543,0.0001762233,0.000001356779,0.00002118684,0.004964121],"genre_scores_gemma":[0.9990713,0.0003228695,0.0001070799,0.00006326763,0.00009205558,0.000002608807,7.238343e-7,0.000001751981,0.0003383201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1680449,"threshold_uncertainty_score":0.9986575,"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."}}