{"id":"W1586575254","doi":"10.22329/jtl.v3i2.99","title":"Leadership and Sustainability: System Thinkers in Action AND The Moral Imperative of School Leadership","year":2006,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Action (physics); Sustainability; Environmental ethics; Leadership style; Servant leadership; Educational leadership; Political science; Sociology; Psychology; Engineering ethics; Pedagogy; Management; Public relations; Philosophy; Economics; Engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01885118,0.0005702725,0.0004674187,0.001488618,0.006495814,0.01999149,0.001361702,0.005709574,0.006096845],"category_scores_gemma":[0.0203505,0.0003794795,0.0004795728,0.001172025,0.0472353,0.01414466,0.00502353,0.009092651,0.0003828215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005329503,"about_ca_system_score_gemma":0.01053155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456101,"about_ca_topic_score_gemma":0.003670725,"domain_scores_codex":[0.9875327,0.01018037,0.0001699507,0.0005365924,0.000780309,0.0008001443],"domain_scores_gemma":[0.9745015,0.01996095,0.001405576,0.0007135402,0.001814346,0.001604229],"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":[0.00002574331,0.00006686692,0.001317928,0.00008309733,0.00001211266,0.00009742729,0.04799963,0.0003842865,0.0001235275,0.9340026,0.006132109,0.009754574],"study_design_scores_gemma":[0.00003141458,0.0000260926,0.0008387731,0.0001506175,0.00001127684,0.00007190493,0.04178025,0.001313093,0.0002547367,0.920101,0.03540165,0.00001913054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1327128,0.01339014,0.05840914,0.5114176,0.002583771,0.0000992931,0.00005020339,0.0001592923,0.2811778],"genre_scores_gemma":[0.9855985,0.001093675,0.004580991,0.004202503,0.0003144727,0.00005137451,0.000009808625,0.00004501712,0.004103657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01999149,"threshold_uncertainty_score":0.09969574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07189981784491592,"score_gpt":0.3441776725550436,"score_spread":0.2722778547101277,"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."}}