{"id":"W4391138238","doi":"10.55016/ojs/ajer.v63i2.56324","title":"Uplifting leadership for real school improvement—The North Coast Initiative for School Improvement: An Australian telling of a Canadian story","year":2017,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational leadership; Instructional leadership; Story telling; Pedagogy; Psychology; Mathematics education; Sociology; Narrative","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016521,0.0008380345,0.0005409342,0.001993266,0.04096759,0.01299001,0.002575176,0.005324437,0.002374199],"category_scores_gemma":[0.01566979,0.0006628787,0.0006473985,0.003658263,0.02459106,0.004870682,0.007509355,0.01260323,0.0002635545],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1468575,"about_ca_system_score_gemma":0.181748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823767,"about_ca_topic_score_gemma":0.989805,"domain_scores_codex":[0.9799834,0.008487638,0.0003764363,0.00100681,0.006147073,0.003998676],"domain_scores_gemma":[0.9891673,0.002875635,0.0004265063,0.0004869183,0.003475726,0.003567834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001638134,0.0002365203,0.005552148,0.0005511855,0.00003879114,0.002187365,0.4916744,0.0007482905,0.001024836,0.2557554,0.1653418,0.07672539],"study_design_scores_gemma":[0.00003547431,0.0001456869,0.01167397,0.000504763,0.00003035133,0.0004225327,0.1802691,0.0005666415,0.0004015803,0.01146545,0.7943004,0.0001839653],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08895386,0.01659472,0.00255771,0.7355335,0.003199525,0.0003289175,0.0001652922,0.0000958636,0.1525705],"genre_scores_gemma":[0.8151792,0.01921259,0.009915389,0.07095394,0.0003491702,0.000255425,0.0001246639,0.0001723721,0.08383729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1468575,"threshold_uncertainty_score":0.9895243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5743807749612432,"score_gpt":0.5287561313774162,"score_spread":0.04562464358382701,"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."}}