{"id":"W4384199887","doi":"10.1108/gm-03-2022-0107","title":"Exploring the paradox of gender preferred leadership in Kenya: a GLOBE study on gender egalitarianism and women in leadership","year":2023,"lang":"en","type":"article","venue":"Gender in Management An International Journal","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"Leadership style; Leadership studies; Kenya; Egalitarianism; Transactional leadership; Status quo; Value (mathematics); Sociology; Thematic analysis; Public relations; Political science; Gender studies; Qualitative research; Social science; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004098847,0.0002476417,0.0003316901,0.00110987,0.007318457,0.002138467,0.0005265513,0.0007701732,0.00480625],"category_scores_gemma":[0.004110025,0.000345829,0.0001384546,0.001404885,0.004533194,0.00344521,0.002328074,0.001305234,0.000222101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283361,"about_ca_system_score_gemma":0.004233157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02443955,"about_ca_topic_score_gemma":0.09692367,"domain_scores_codex":[0.9986957,0.0007326516,0.00003990751,0.0000752773,0.0001137173,0.0003428878],"domain_scores_gemma":[0.9972234,0.001762877,0.0005570983,0.00004953788,0.0001839889,0.0002231067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009850199,0.0001502665,0.09710028,0.0004567453,0.00001454124,0.002756062,0.8634934,0.00005173694,0.001260665,0.01020919,0.00216381,0.0222448],"study_design_scores_gemma":[0.00000733382,0.00006635688,0.05820435,0.0004651927,0.00001230831,0.0003728423,0.930473,0.00007177832,0.0001923406,0.0008694945,0.009252058,0.00001296889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987578,0.001515216,0.0001773312,0.002135776,0.00002434748,0.00004549593,0.00003433738,0.000001033271,0.008488467],"genre_scores_gemma":[0.9973487,0.001051857,0.000141823,0.0005694471,0.000008457338,0.00003011331,0.00001235954,0.000002744999,0.000834463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02443955,"threshold_uncertainty_score":0.04859459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.740943531163508,"score_gpt":0.3839999737444447,"score_spread":0.3569435574190633,"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."}}