{"id":"W2041704659","doi":"10.1080/15700763.2010.493633","title":"Investing in Leadership: The District's Role in Managing Principal Turnover","year":2010,"lang":"en","type":"article","venue":"Leadership and Policy in Schools","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Principal (computer security); Turnover; Leadership style; Instructional leadership; Distribution (mathematics); Educational leadership; Public relations; Political science; Psychology; Management; Economics; Pedagogy","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":[0.003413902,0.000129134,0.0002568051,0.0008724129,0.003854173,0.004896357,0.001076428,0.0006140767,0.004521586],"category_scores_gemma":[0.01074096,0.0001757848,0.0001341203,0.0009352838,0.001620844,0.001425362,0.002532412,0.001054228,0.0005104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003093022,"about_ca_system_score_gemma":0.006623162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007112587,"about_ca_topic_score_gemma":0.02118239,"domain_scores_codex":[0.9957289,0.00238832,0.0001200888,0.0001725355,0.0004917122,0.001098436],"domain_scores_gemma":[0.9888113,0.002715447,0.0016248,0.0005465125,0.00161268,0.004689375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005675592,0.001106922,0.6576482,0.0004352391,0.0001002464,0.0009341695,0.03542624,0.002279757,0.002548206,0.03368603,0.01025356,0.2550138],"study_design_scores_gemma":[0.0001503826,0.001582549,0.7992144,0.0003209458,0.0001377669,0.001605577,0.1208505,0.004420331,0.001421168,0.008754753,0.06142986,0.0001117568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509977,0.0007860012,0.002446509,0.002685412,0.00008510715,0.00005442708,0.00004567094,0.00005571391,0.04284347],"genre_scores_gemma":[0.9980117,0.00007667331,0.000256727,0.00005606297,0.00001060602,0.000006177107,0.000008661299,0.000003529566,0.001569826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007112587,"threshold_uncertainty_score":0.02244151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1818180565341782,"score_gpt":0.3930968029522535,"score_spread":0.2112787464180753,"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."}}