{"id":"W7132981414","doi":"","title":"Principal&apos;s Instructional Leadership: Leading Capacity for Learning","year":2017,"lang":"","type":"dissertation","venue":"TSpace","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Professional development; Principal (computer security); Professional learning community; Student achievement; Instructional leadership; Face (sociological concept); Conceptual framework; Conceptual model; Academic achievement","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":[0.004199874,0.0002256546,0.0001970807,0.0008275199,0.003953103,0.007967062,0.0008507594,0.001232661,0.004618069],"category_scores_gemma":[0.007667507,0.0002083298,0.0001811213,0.0007746546,0.007480729,0.003028952,0.004773992,0.002902337,0.001098217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003351194,"about_ca_system_score_gemma":0.01084997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003848477,"about_ca_topic_score_gemma":0.008154092,"domain_scores_codex":[0.9948924,0.002821661,0.0001062395,0.0004170711,0.0009259717,0.0008367304],"domain_scores_gemma":[0.9911104,0.001610211,0.001536619,0.0003104528,0.001344015,0.004088178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001822234,0.0009062826,0.05834595,0.0009754919,0.00004292537,0.00157762,0.1694524,0.0007491884,0.001579437,0.3463866,0.09719113,0.3226107],"study_design_scores_gemma":[0.0001274243,0.0006409393,0.06607477,0.00145716,0.00005509685,0.0009722586,0.1744332,0.0017244,0.00227979,0.1517413,0.6004059,0.00008766649],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3242107,0.012085,0.020211,0.1489085,0.001934791,0.0002805759,0.00009672809,0.0003020305,0.4919706],"genre_scores_gemma":[0.9865265,0.001792165,0.001675811,0.001542746,0.0002132855,0.00005342505,0.00001673555,0.00001977849,0.008159395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007967062,"threshold_uncertainty_score":0.02431476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4656440281593968,"score_gpt":0.5144636267073531,"score_spread":0.04881959854795637,"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."}}