{"id":"W4406098637","doi":"10.1177/10596011241312453","title":"A Commentary on Miron et al. (2024): Why Managers May Not Actually Stop Caring About Gender Inequality","year":2025,"lang":"en","type":"article","venue":"Group & Organization Management","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inequality; Psychology; Gender studies; Sociology; Social psychology; Demographic economics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00142027,0.0001968992,0.0001900238,0.0002357043,0.0008498009,0.0002307345,0.000478239,0.00008283472,0.0009957341],"category_scores_gemma":[0.00007702267,0.0002259382,0.00006114887,0.001043769,0.00009492213,0.0003488661,0.0004423722,0.0001852362,0.0001157897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510221,"about_ca_system_score_gemma":0.00003112313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187936,"about_ca_topic_score_gemma":0.0006618449,"domain_scores_codex":[0.9976125,0.0005526979,0.0003060367,0.0005047793,0.0006484636,0.000375472],"domain_scores_gemma":[0.9991933,0.00007424995,0.0001213586,0.0004017757,0.0001085795,0.0001007789],"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":[0.00003834752,0.0003079137,0.02953061,0.0001580861,0.0002662704,0.00001537602,0.01864805,0.0003335405,0.00003398631,0.3151125,0.632267,0.003288313],"study_design_scores_gemma":[0.00091872,0.00003705382,0.161062,0.00005722297,0.0001433219,8.304651e-8,0.02577308,0.00004316094,0.0000869985,0.001074668,0.8104178,0.0003858921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1475453,0.0001023141,0.1543075,0.3571622,0.00434228,0.002989191,0.00008856077,0.001021722,0.3324409],"genre_scores_gemma":[0.808908,0.0002711614,0.0005399127,0.1861621,0.00004492745,0.000008623956,0.0001396313,0.00001559994,0.003910011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6613627,"threshold_uncertainty_score":0.9999175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973303021201621,"score_gpt":0.3000891870056291,"score_spread":0.2503561567936129,"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."}}