{"id":"W597496675","doi":"10.1007/978-1-4020-9747-8","title":"School District Leadership Matters","year":2009,"lang":"en","type":"book","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005571115,0.0003582131,0.0005335896,0.0005883726,0.005571037,0.006603248,0.0008072808,0.002436493,0.1431942],"category_scores_gemma":[0.002377296,0.0005617397,0.0002608011,0.001185844,0.001298932,0.002758343,0.001782065,0.003765775,0.05383599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004098002,"about_ca_system_score_gemma":0.006508588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03043722,"about_ca_topic_score_gemma":0.1253299,"domain_scores_codex":[0.9991823,0.0001392222,0.00002324833,0.0001533256,0.0002298479,0.0002719926],"domain_scores_gemma":[0.9993113,0.0001223303,0.00002422019,0.00006281646,0.0002447053,0.0002346133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008034623,0.00001592725,0.0002869821,0.00003076507,0.000001550598,0.00004380929,0.0003606468,0.0000441753,0.00005007875,0.04129688,0.9259953,0.03186591],"study_design_scores_gemma":[0.000002137461,0.000004124837,0.0004781468,0.00002844382,0.000002099812,0.00002291549,0.0004777491,0.00002000248,0.0000343274,0.00286565,0.9960619,0.000002538887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001091809,0.002215808,0.0003444395,0.02064936,0.003691117,0.00001937462,0.0001449159,0.0001584143,0.9716846],"genre_scores_gemma":[0.01164586,0.000603902,0.00007018469,0.002757268,0.000314774,0.00001076071,0.00005668237,0.00004766052,0.984493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1431942,"threshold_uncertainty_score":0.4790324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2451644904764127,"score_gpt":0.3819189011077608,"score_spread":0.1367544106313481,"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."}}