{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007145976,0.00005577575,0.0001609403,0.00008753274,0.0005782282,0.0001098448,0.00004870858,0.00005187388,0.000003613861],"category_scores_gemma":[0.002540251,0.00003839068,0.00002579354,0.00006843256,0.00032451,0.0001974173,0.00001140915,0.0009377589,1.133302e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401491,"about_ca_system_score_gemma":0.000158587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380324,"about_ca_topic_score_gemma":0.0001095069,"domain_scores_codex":[0.9976968,0.001637893,0.0002479152,0.00007488263,0.0002031673,0.0001393058],"domain_scores_gemma":[0.9989836,0.0006846618,0.0001550824,0.00002646668,0.00009108406,0.0000591546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002182065,0.00006308658,0.3257634,0.0004212529,0.0000404907,0.000008046484,0.3647505,0.0002953314,0.00006908893,0.281722,0.0001391853,0.02650938],"study_design_scores_gemma":[0.000686822,0.00005021903,0.05976492,0.0002547074,0.00001965518,0.00001931496,0.9336749,0.000183425,0.000007652508,0.004426439,0.0008482175,0.00006375892],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745848,0.0009372583,0.0001722813,0.02277719,0.00008111759,0.00007865216,4.529259e-8,0.000008825352,0.001359792],"genre_scores_gemma":[0.9986103,0.00003305916,0.0004325702,0.0001119179,0.0001232805,0.000001005575,1.254285e-7,0.000003178061,0.0006845715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5689243,"threshold_uncertainty_score":0.4447322,"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."}}