{"id":"W2999764888","doi":"","title":"Women in Canadian Independent School Leadership: Perceptions, Career Patterns, and Possibilities","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Educational leadership; Psychology; Political science; Pedagogy","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":[0.004747846,0.0005406497,0.0006674808,0.00306965,0.03604129,0.007735285,0.002110094,0.001055556,0.005419443],"category_scores_gemma":[0.007066261,0.0005688627,0.0004520266,0.004316594,0.00982497,0.002190528,0.004846774,0.002227707,0.000334548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07020929,"about_ca_system_score_gemma":0.103533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9734258,"about_ca_topic_score_gemma":0.9886562,"domain_scores_codex":[0.9944065,0.0010002,0.0001066633,0.0004035131,0.001323048,0.002760147],"domain_scores_gemma":[0.9930176,0.001137939,0.0007010868,0.0001026776,0.001739872,0.003300907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006009803,0.00005099014,0.07475434,0.00007321799,0.000006704699,0.0006481977,0.9064285,0.00003347228,0.000394911,0.003075399,0.002910943,0.01156318],"study_design_scores_gemma":[0.000002756708,0.00002360778,0.03080436,0.00008607263,0.000004672247,0.00008600994,0.9535227,0.00004651137,0.00007600143,0.0001352058,0.01518665,0.00002545768],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973132,0.0008730921,0.0002464162,0.004393301,0.0001041654,0.00006427569,0.0001620972,0.00001064913,0.02101409],"genre_scores_gemma":[0.9908535,0.0007861566,0.0002008403,0.0007064383,0.00001816311,0.00002529112,0.00007502442,0.000012443,0.007322166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07020929,"threshold_uncertainty_score":0.5094064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261502175267188,"score_gpt":0.3934305932110637,"score_spread":0.2672803756843449,"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."}}