{"id":"W2098551983","doi":"10.1177/0001839215576401","title":"Concealable Stigma and Occupational Segregation","year":2015,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sexual orientation; Lesbian; Stigma (botany); Psychology; Independence (probability theory); Social psychology; Occupational segregation; Social stigma; Gender studies; Sociology; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000700996,0.0001138764,0.000117117,0.0001284852,0.000349125,0.0001628881,0.0002091425,0.000057878,0.0002144835],"category_scores_gemma":[0.00008226888,0.00010576,0.00001778461,0.0004388253,0.001074602,0.0006540359,0.000007827703,0.0001097895,0.0004231114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007265098,"about_ca_system_score_gemma":0.001194236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253412,"about_ca_topic_score_gemma":0.0002700772,"domain_scores_codex":[0.9985508,0.0000977354,0.000219045,0.0003849513,0.0003896323,0.0003578742],"domain_scores_gemma":[0.9989049,0.00007982246,0.0001160901,0.0002188225,0.0002854472,0.0003949148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000207462,0.0002728819,0.3252647,0.0000568466,0.00002266186,0.00003400582,0.03876765,8.329515e-7,0.0006479131,0.5627643,0.03819255,0.03376815],"study_design_scores_gemma":[0.001280806,0.003598309,0.9475928,0.000008615943,0.00002206615,0.0001065971,0.01119686,0.0001248046,0.00008885519,0.03275507,0.002901497,0.0003237069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070141,0.0001357323,0.0002431062,0.001718879,0.000763734,0.0002041183,0.00003001019,0.00004402215,0.08984633],"genre_scores_gemma":[0.9941717,0.000001881488,0.0004165004,0.0003355333,0.0001578612,0.00002105242,0.000008615453,0.000005430335,0.004881375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6223281,"threshold_uncertainty_score":0.5438382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527958952661586,"score_gpt":0.4591924982008606,"score_spread":0.306396602934702,"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."}}