{"id":"W1487664645","doi":"10.1177/0891243215584761","title":"Gay Pay for Straight Work","year":2015,"lang":"en","type":"article","venue":"Gender & Society","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Earnings; Occupational segregation; Demographic economics; Wage; Public sector; Psychology; Labour economics; Gender studies; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001011173,0.0001408669,0.0001613581,0.00001157629,0.0005032842,0.00009739515,0.00029889,0.0002210735,0.00007580478],"category_scores_gemma":[0.0000715388,0.0001153664,0.0002674241,0.0003222314,0.0001648383,0.0001381483,0.00004121976,0.0001554133,0.00004748418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022799,"about_ca_system_score_gemma":0.0005570152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260835,"about_ca_topic_score_gemma":0.0001709114,"domain_scores_codex":[0.9984338,0.00007727091,0.0001750805,0.0002965326,0.0004380837,0.0005792696],"domain_scores_gemma":[0.9990991,0.00008223843,0.00006467711,0.0002191544,0.0002359675,0.0002988775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001328827,0.0001147435,0.04423701,0.00002697265,0.0001326145,0.000001315249,0.3717672,0.0000946517,0.00003760353,0.02957686,0.5513691,0.00262862],"study_design_scores_gemma":[0.001034683,0.0000416921,0.03201242,0.000006620816,0.0000547608,5.315076e-7,0.2488985,0.0002178537,0.00001008846,0.02711776,0.690136,0.0004691869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.416954,0.004170776,0.1803952,0.01036702,0.01302858,0.003380918,0.0003260844,0.001454989,0.3699224],"genre_scores_gemma":[0.9646844,0.0002782162,0.01685764,0.001940913,0.001382491,0.0000566914,0.00003969989,0.00003519576,0.01472481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5477303,"threshold_uncertainty_score":0.4704503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090603080160753,"score_gpt":0.3236893382089471,"score_spread":0.2330862580481941,"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."}}