{"id":"W3171503570","doi":"10.12973/eujem.2.2.59","title":"The Critical Importance of Support Systems for Women Educational CEOs","year":2019,"lang":"en","type":"article","venue":"European Journal of Educational Management","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Position (finance); Qualitative research; Public relations; Psychology; Pedagogy; Political science; Business; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007355879,0.0002684442,0.0002761676,0.001145968,0.009465225,0.008171272,0.0007364521,0.001080186,0.003894676],"category_scores_gemma":[0.03309031,0.0002760289,0.0001430345,0.0009686863,0.005979726,0.002828699,0.00350398,0.002139247,0.0002297775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00803032,"about_ca_system_score_gemma":0.01618631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01860796,"about_ca_topic_score_gemma":0.02969812,"domain_scores_codex":[0.9900574,0.005977444,0.0003573411,0.0004013768,0.001365148,0.001841234],"domain_scores_gemma":[0.9730182,0.01621663,0.002956631,0.0005669548,0.002923266,0.004318305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001491483,0.00007300398,0.03859348,0.0003146878,0.00002451954,0.002404839,0.8768487,0.0001095141,0.001880674,0.02461319,0.008221506,0.04676683],"study_design_scores_gemma":[0.0000219739,0.00007366011,0.02191712,0.0003318635,0.00001644214,0.0004381757,0.9072299,0.000137677,0.0006398206,0.00288615,0.06628226,0.00002501264],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298403,0.001076894,0.001627422,0.03087788,0.000339072,0.0000909023,0.0000720494,0.00003012959,0.03604528],"genre_scores_gemma":[0.9979568,0.0001476817,0.0002117737,0.0005299589,0.00002885664,0.00001695461,0.000009131666,0.000006523456,0.00109237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01860796,"threshold_uncertainty_score":0.05826437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07147696382602323,"score_gpt":0.3828587473798064,"score_spread":0.3113817835537832,"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."}}