{"id":"W4391957137","doi":"10.1504/jibed.2023.136752","title":"Influences on selecting executives: the case of gender and race in managerial decisions in Taiwan","year":2023,"lang":"en","type":"article","venue":"J for International Business and Entrepreneurship Development","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Race (biology); Business; Psychology; Marketing; Public relations; Demographic economics; Political science; Gender studies; Sociology; Economics","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":[0.00079123,0.00005641182,0.00008082202,0.0001605597,0.0001962429,0.00004712869,0.0001082641,0.0000333578,0.00001123848],"category_scores_gemma":[0.0007458838,0.00004604607,0.00001216116,0.0003452295,0.00007228919,0.0001095923,0.00008038514,0.0000456182,0.000001297965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004419774,"about_ca_system_score_gemma":0.00007077091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008064909,"about_ca_topic_score_gemma":0.003203095,"domain_scores_codex":[0.9993114,0.00006072043,0.0001760723,0.000168921,0.0001508857,0.0001320337],"domain_scores_gemma":[0.9994463,0.0003158904,0.00005853403,0.00004092732,0.000113165,0.00002514052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683704,0.00009239814,0.8389536,0.00003314376,0.0000372887,0.00008293147,0.1030702,0.0007772667,0.0000496458,0.02523708,0.0001672857,0.03133081],"study_design_scores_gemma":[0.0004012101,0.000005364386,0.963321,0.00004673431,0.000002887152,0.000003364593,0.02975057,0.0000707095,0.00008356864,0.003347046,0.002893124,0.00007445777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972533,0.000018302,0.00004775849,0.001243091,0.0002727181,0.0001590491,0.000006180368,0.000009208765,0.0009903866],"genre_scores_gemma":[0.9994946,0.0001002132,0.0001401993,0.00006009353,0.00003254037,0.00001777524,0.000006590616,0.000002206319,0.000145743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243674,"threshold_uncertainty_score":0.1877704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127339796994637,"score_gpt":0.3374152224919016,"score_spread":0.2246812427924379,"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."}}