{"id":"W20590110","doi":"","title":"Instructional Leadership in Alberta: Research Insights from Five Highly Effective Schools.","year":2012,"lang":"en","type":"article","venue":"AASA journal of scholarship & practice","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Instructional leadership; Educational leadership; School administration; Psychology; Pedagogy; Teacher leadership; Leadership style; Participative decision-making; Educational administration; Faculty development; Mathematics education; Sociology; Professional development; Public relations; Political science; Higher education; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.002970202,0.0003302406,0.0003887057,0.001977258,0.00850084,0.003536733,0.001656097,0.0006965625,0.001797862],"category_scores_gemma":[0.005950807,0.0003677976,0.0001319262,0.004271802,0.002400407,0.0009623781,0.002615102,0.001410775,0.0003104015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0363493,"about_ca_system_score_gemma":0.07770365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9384802,"about_ca_topic_score_gemma":0.9885168,"domain_scores_codex":[0.9965845,0.0006721279,0.00007707068,0.0002048473,0.001116518,0.001344894],"domain_scores_gemma":[0.989874,0.00182625,0.0008381812,0.0002091131,0.004286033,0.002966358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005514151,0.001633702,0.7801965,0.000247549,0.00003819674,0.001072574,0.126453,0.0002931564,0.0009787531,0.0028128,0.003256884,0.08246534],"study_design_scores_gemma":[0.00003290575,0.0003364411,0.712387,0.0001730939,0.00004042508,0.00008640432,0.2801413,0.0001456951,0.0006259816,0.0002607061,0.005747873,0.00002222333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939084,0.0003163856,0.00009639418,0.0003505617,0.00001071199,0.00006720587,0.0001174654,0.000006173679,0.005126812],"genre_scores_gemma":[0.9959733,0.0003148469,0.0002626606,0.0001491513,0.000004174557,0.00002548044,0.0001290415,0.000003168059,0.003138247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0615198,"threshold_uncertainty_score":0.2637339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2312577659960952,"score_gpt":0.4669038285304449,"score_spread":0.2356460625343497,"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."}}