{"id":"W4387816831","doi":"10.1016/j.ssmph.2023.101535","title":"Job quality and precarious employment among lesbian, gay, and bisexual workers: A national study","year":2023,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Lesbian; Sexual orientation; Sexual minority; Psychology; Job satisfaction; Earnings; Job attitude; Social psychology; Demographic economics; Business; Job performance","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001829286,0.0001722727,0.0003018699,0.0003240248,0.0005012381,0.00007615311,0.00008162459,0.0001188205,0.0000822576],"category_scores_gemma":[0.00009972816,0.0001750252,0.00003059448,0.0004355674,0.00006722195,0.0001590471,0.00006520765,0.0002196846,0.00008336268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128209,"about_ca_system_score_gemma":0.0001637687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1523645,"about_ca_topic_score_gemma":0.03093157,"domain_scores_codex":[0.9972119,0.000727425,0.0006630203,0.0004848854,0.0004445159,0.0004682394],"domain_scores_gemma":[0.9989557,0.0001658563,0.0002582346,0.0002475904,0.00007464664,0.0002979929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003124098,0.0001476996,0.9645686,0.0001771682,0.00003260296,0.000002422124,0.01213136,0.000009687878,3.208662e-7,0.002370182,0.01169355,0.008835237],"study_design_scores_gemma":[0.0009821316,0.0002682128,0.9931139,0.00001199634,0.00001298601,0.000004159203,0.002280957,0.00003945441,1.835327e-8,0.002718214,0.000421296,0.0001467065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924716,0.000470824,0.00001797614,0.004195385,0.0006945101,0.0010675,0.00004935584,0.000200106,0.0008327511],"genre_scores_gemma":[0.992749,0.00009036902,0.00004300312,0.0008561837,0.0003885667,0.00008918302,0.0001167151,0.0000268983,0.005640039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121433,"threshold_uncertainty_score":0.9867514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2825152335814519,"score_gpt":0.5344339075331577,"score_spread":0.2519186739517058,"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."}}