{"id":"W392137340","doi":"","title":"Leadership Gender and Culture in Education: Male and Female Perspectives","year":2004,"lang":"en","type":"book","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gender studies; Educational leadership; Sociology; Performativity; Leadership development; Political science; Social science; Media studies; Pedagogy; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002429802,0.0001751037,0.0002018239,0.0001240734,0.0002054207,0.00009746369,0.00009782796,0.0002878803,0.0008492545],"category_scores_gemma":[0.00008266237,0.0001642248,0.00003376223,0.00008942666,0.0007444744,0.0001296285,0.0000231231,0.0003518025,0.00002021132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006417136,"about_ca_system_score_gemma":0.002789606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004518599,"about_ca_topic_score_gemma":0.003352035,"domain_scores_codex":[0.9989959,0.0000918643,0.0001263056,0.000363615,0.0001900023,0.0002322948],"domain_scores_gemma":[0.9996023,0.00005103707,0.00005887437,0.00009853348,0.0000773561,0.0001118676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001775231,0.00005393816,0.00202423,0.00007659329,0.00001715937,7.300476e-7,0.8522983,5.359122e-8,1.659115e-7,0.1081392,0.03631986,0.001068089],"study_design_scores_gemma":[0.00009012569,0.000007266189,0.003758641,0.00005920144,0.00001274546,0.000002564917,0.6870793,1.868648e-8,1.9669e-7,0.005279042,0.3035554,0.0001554977],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002601962,0.05890484,0.000002721505,0.028478,0.0002242158,0.0002969612,0.000001741182,0.00004255429,0.9117888],"genre_scores_gemma":[0.06610361,0.002206611,0.0002836713,0.0007717796,0.0006461556,0.00002561201,0.0000063424,0.00001340765,0.9299428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2672356,"threshold_uncertainty_score":0.9298741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2244051608542182,"score_gpt":0.3929407271656989,"score_spread":0.1685355663114807,"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."}}