{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002605074,0.0004957483,0.0005126147,0.001424512,0.009495548,0.008922976,0.0009325631,0.001970578,0.02292347],"category_scores_gemma":[0.002435196,0.0003071767,0.0002391046,0.002413742,0.01030139,0.003488825,0.003552352,0.003651697,0.002392759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230514,"about_ca_system_score_gemma":0.008638619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1075323,"about_ca_topic_score_gemma":0.1670512,"domain_scores_codex":[0.99716,0.001196753,0.00005629962,0.0002352238,0.0007361481,0.000615536],"domain_scores_gemma":[0.9974713,0.0009300668,0.0001695145,0.00005501114,0.0005030255,0.0008710861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004321772,0.0001027549,0.006105956,0.0005910236,0.000008776085,0.0007806856,0.2226856,0.0001425322,0.00039148,0.2200176,0.391853,0.1572774],"study_design_scores_gemma":[0.000003086848,0.00003005736,0.007776794,0.001097014,0.000002666476,0.0002188152,0.09765157,0.00003963786,0.00006461253,0.008769715,0.8843338,0.00001226111],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02556895,0.2750762,0.001031695,0.287575,0.007988957,0.00005136459,0.000163225,0.00005014827,0.4024946],"genre_scores_gemma":[0.5186234,0.1432115,0.0007920284,0.0277544,0.006310739,0.0001222003,0.00008587876,0.00008966545,0.3030103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1075323,"threshold_uncertainty_score":0.2138128,"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."}}