{"id":"W2597263178","doi":"10.1007/978-3-319-50980-8_3","title":"The Ontario Leadership Framework: Successful School Leadership Practices and Personal Leadership Resources","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Educational leadership; Leadership studies; Neuroleadership; Leadership development; Christian ministry; Shared leadership; Servant leadership; Leadership; Leadership style; Political science; Public relations; Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001893207,0.000682633,0.0003011849,0.002266217,0.008415985,0.008814204,0.001424118,0.001374676,0.01212588],"category_scores_gemma":[0.002209471,0.0004321721,0.000286963,0.003912394,0.007781527,0.003231629,0.002631082,0.00172183,0.002059009],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07926372,"about_ca_system_score_gemma":0.1280422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9065482,"about_ca_topic_score_gemma":0.9798416,"domain_scores_codex":[0.9978258,0.0003560657,0.00004453318,0.0001213326,0.001087101,0.0005652285],"domain_scores_gemma":[0.9986187,0.0001614118,0.00007876658,0.00004881907,0.0005595344,0.0005327543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000128243,0.00001947904,0.001856327,0.0001503721,0.000004256921,0.00007885943,0.009111313,0.0003443552,0.000109403,0.5606764,0.3453636,0.08227292],"study_design_scores_gemma":[0.000006005595,0.000007628455,0.007043058,0.0002880576,0.000005729846,0.00006954202,0.008272559,0.0002398947,0.00006883173,0.06969096,0.9142837,0.00002406854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006218568,0.01474966,0.004965008,0.03042004,0.0009004961,0.0001087342,0.0005833632,0.0001396226,0.9419146],"genre_scores_gemma":[0.2960961,0.02960443,0.01260791,0.003087215,0.0003394723,0.0003777742,0.0007122832,0.0002696464,0.6569053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9207363,"threshold_uncertainty_score":0.5751013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4724772157519904,"score_gpt":0.4063575637416079,"score_spread":0.0661196520103825,"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."}}