{"id":"W3082098738","doi":"10.1177/1741143220953590","title":"Faculty promotion evaluation and gender equity in business schools","year":2020,"lang":"en","type":"article","venue":"Educational Management Administration & Leadership","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Equity (law); Public relations; Sociology; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01684003,0.0003000357,0.0005000591,0.002891673,0.01792008,0.008687554,0.001352586,0.001160451,0.005296737],"category_scores_gemma":[0.03597224,0.000280741,0.0003974843,0.002613391,0.01563774,0.002545583,0.006244889,0.002283968,0.0002030925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0484376,"about_ca_system_score_gemma":0.08641857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6225817,"about_ca_topic_score_gemma":0.7208511,"domain_scores_codex":[0.9740933,0.007251884,0.0006035588,0.001427804,0.009566893,0.007056613],"domain_scores_gemma":[0.9657262,0.009685739,0.007258092,0.001055665,0.005929251,0.01034507],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000224131,0.0004174755,0.5040288,0.0001993594,0.00007041681,0.0003159957,0.2924912,0.000508175,0.0008175067,0.06349599,0.004461731,0.1329692],"study_design_scores_gemma":[0.00003563365,0.0002114899,0.6183801,0.0005635433,0.00004952496,0.0001710017,0.3145584,0.0007996371,0.001041121,0.0193111,0.04474619,0.0001324077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420749,0.001255771,0.0014857,0.009212654,0.0001278603,0.00005656026,0.00006067394,0.00002233611,0.04570339],"genre_scores_gemma":[0.9983045,0.00009225227,0.0001381171,0.0002222643,0.00001391666,0.000004622257,0.00000746431,0.000003447217,0.001213377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.98316,"threshold_uncertainty_score":0.7592821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6808061049191828,"score_gpt":0.4639852086618981,"score_spread":0.2168208962572847,"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."}}