{"id":"W2342269965","doi":"10.5539/ass.v12n5p94","title":"Factors of Successful Women Leadership in Saudi Arabia","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstacle; Position (finance); Psychology; Political science; Public relations; Business; Law; Finance","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":[0.0009477255,0.0001990189,0.0001526377,0.0006708509,0.001913907,0.001629912,0.0002731734,0.0003037998,0.005548157],"category_scores_gemma":[0.003835301,0.0001305406,0.0001528749,0.0005987164,0.0006078366,0.000336397,0.0008194763,0.0004177206,0.0006578448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314789,"about_ca_system_score_gemma":0.002811464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02809122,"about_ca_topic_score_gemma":0.04052021,"domain_scores_codex":[0.9991586,0.0002639775,0.00005251745,0.00003701066,0.0001877828,0.0002999813],"domain_scores_gemma":[0.997272,0.0004241367,0.0006845333,0.00004638319,0.000527353,0.001045565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007451821,0.0001559064,0.9561834,0.00007813881,0.00003681858,0.0006349306,0.01658538,0.00007738211,0.00031413,0.001570263,0.00281703,0.02147191],"study_design_scores_gemma":[0.00001251555,0.0001544194,0.8919241,0.0001599755,0.00003286478,0.0005408939,0.08920784,0.0003252178,0.0002828857,0.000431498,0.01690846,0.00001934971],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903397,0.0004916993,0.00005298242,0.00133566,0.000025722,0.00002097147,0.00005742719,0.000003407766,0.007672464],"genre_scores_gemma":[0.9986533,0.0002340312,0.00004384527,0.00007318994,0.000007273095,0.000006353333,0.00002476259,0.000001316497,0.0009559944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02809122,"threshold_uncertainty_score":0.05585545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08488189786788093,"score_gpt":0.3131052054445225,"score_spread":0.2282233075766416,"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."}}