{"id":"W2023036438","doi":"10.1525/sp.2008.55.2.271","title":"Revisiting the Glass Escalator: The Case of Gender Segregation in a Female Dominated Occupation","year":2008,"lang":"en","type":"article","venue":"Social Problems","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Gender studies; Meaning (existential); Sample (material); Sorting; Demography; Demographic economics; Psychology; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001923571,0.00005737616,0.0001007163,0.00002575961,0.001528739,0.00002382968,0.0001502074,0.00008904847,0.00003956201],"category_scores_gemma":[0.0001740185,0.00004030043,0.00006366217,0.0004144399,0.0003347627,0.0001685466,0.0000399011,0.000147014,0.000007008546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009392041,"about_ca_system_score_gemma":0.0001117394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042985,"about_ca_topic_score_gemma":0.002570276,"domain_scores_codex":[0.9986439,0.0006402099,0.0002027473,0.0001173492,0.0002179759,0.0001777547],"domain_scores_gemma":[0.9994835,0.0001288267,0.0001638276,0.00008596871,0.0001168534,0.00002107211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002771005,0.00006210533,0.09049197,0.0000757509,0.00003333987,0.00004631242,0.8240186,0.0001304594,0.0001124326,0.07377661,0.0005800697,0.01064462],"study_design_scores_gemma":[0.002232779,0.00005704213,0.3571333,0.00008229394,0.0001167329,0.00006534635,0.5723757,0.00245649,0.0003775703,0.05881157,0.00565702,0.0006342123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875983,0.00005776688,0.0001003872,0.001808862,0.00008102873,0.0003467602,0.000006106796,0.00001928682,0.0099815],"genre_scores_gemma":[0.9996023,0.00002452238,0.00002337074,0.00007447903,0.0001567926,0.000007625745,0.000003648094,0.00000315652,0.0001040657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2666413,"threshold_uncertainty_score":0.9997711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341165655287968,"score_gpt":0.3219242547010489,"score_spread":0.1878076891722521,"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."}}