{"id":"W7162687523","doi":"10.1108/978-1-64113-526-920251005","title":"Superintendents Who Lead For Optimal Learning","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Red Deer Polytechnic; University of Calgary","funders":"","keywords":"","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":[0.001276013,0.0004404668,0.0002752007,0.000609908,0.002727289,0.003340757,0.0008170081,0.001355834,0.05031115],"category_scores_gemma":[0.002539033,0.0003869503,0.0002804751,0.0005789483,0.002116135,0.003791623,0.002220346,0.003511258,0.01394811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695986,"about_ca_system_score_gemma":0.004383558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486897,"about_ca_topic_score_gemma":0.007773148,"domain_scores_codex":[0.999157,0.0001793274,0.00001913639,0.0001327939,0.0002548367,0.0002569163],"domain_scores_gemma":[0.9986351,0.000216557,0.0001088284,0.0001164536,0.0002814455,0.0006416287],"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":[0.00002570958,0.00009009489,0.0007655999,0.00007893095,0.000005402194,0.0001825925,0.001635643,0.0007081765,0.0008306006,0.6132336,0.2577091,0.1247345],"study_design_scores_gemma":[0.00001584931,0.0000364492,0.001270852,0.0001329614,0.000006041316,0.0001634764,0.001844532,0.0009280444,0.0005750507,0.1702966,0.8247188,0.0000111997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008505151,0.001401453,0.02566106,0.01717778,0.001930944,0.0001290835,0.0000906164,0.000303014,0.944801],"genre_scores_gemma":[0.08522566,0.001452759,0.01281099,0.00363991,0.0007257624,0.0002144314,0.0001288261,0.000183463,0.8956182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05031115,"threshold_uncertainty_score":0.1683075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205003742263519,"score_gpt":0.219790859354091,"score_spread":0.1877408219314558,"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."}}