{"id":"W4315796423","doi":"10.5539/ibr.v16n2p1","title":"The Gender Gap in Senior Management: What Is Holding Saudi Women Back?","year":2023,"lang":"en","type":"article","venue":"International Business Research","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Government (linguistics); Senior management; Public sector; Business; Public relations; Economic growth; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003193026,0.0002985872,0.0004088179,0.001303779,0.00384202,0.004041272,0.0006557251,0.001569212,0.004700714],"category_scores_gemma":[0.008154108,0.0002160953,0.0003291461,0.001385531,0.002809251,0.004656272,0.002481783,0.001550163,0.0006311187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002802574,"about_ca_system_score_gemma":0.005971999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03825336,"about_ca_topic_score_gemma":0.05299313,"domain_scores_codex":[0.9978015,0.0007047399,0.0001129185,0.0001331142,0.0004745838,0.0007731223],"domain_scores_gemma":[0.9960598,0.0008465966,0.0009552925,0.00006826761,0.0006830489,0.00138707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002569422,0.00028151,0.2877719,0.001505479,0.00009455878,0.002958112,0.3730866,0.00007375695,0.000722206,0.01122421,0.02510663,0.2969182],"study_design_scores_gemma":[0.00001222447,0.0001515239,0.1125393,0.002079525,0.00005193625,0.001555477,0.8236768,0.00006679707,0.000184117,0.003259721,0.05637779,0.0000446899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7748903,0.05422283,0.0002524175,0.1435638,0.001933971,0.00002873589,0.0001725934,0.00001203404,0.02492336],"genre_scores_gemma":[0.9714826,0.01771185,0.00009860792,0.008070807,0.0003275056,0.00001209871,0.00004534561,0.000005736474,0.002245603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03825336,"threshold_uncertainty_score":0.07606143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559313562535996,"score_gpt":0.4367416935026563,"score_spread":0.2808103372490567,"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."}}