{"id":"W2065505870","doi":"10.2304/csee.2010.9.1.23","title":"Leadership for Diversity, Inclusion and Sustainability: Teachers as Leaders","year":2010,"lang":"en","type":"article","venue":"Citizenship Social and Economics Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Inclusion (mineral); Multiculturalism; Diversity (politics); Sustainability; Cultural diversity; Sociology; Cultural pluralism; Multicultural education; Public relations; Instructional leadership; Educational leadership; Leadership; Pedagogy; Principal (computer security); Political science; Environmental ethics; Leadership style; Social science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007194425,0.0003133092,0.0003091838,0.0009858105,0.01066218,0.01305691,0.0007730938,0.003441494,0.00343546],"category_scores_gemma":[0.006489603,0.0002280477,0.000255138,0.00070868,0.01768483,0.009268403,0.009739042,0.004562667,0.0006108708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004267918,"about_ca_system_score_gemma":0.0104887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806317,"about_ca_topic_score_gemma":0.003179735,"domain_scores_codex":[0.9881071,0.009104707,0.0001262273,0.0003393436,0.001122516,0.001200072],"domain_scores_gemma":[0.9928306,0.002351304,0.00073523,0.0002367735,0.0006951989,0.003150994],"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":[0.00004923904,0.00026828,0.009101131,0.0003214873,0.0000201021,0.0007916873,0.2840418,0.0002542328,0.0008037985,0.5425933,0.045007,0.116748],"study_design_scores_gemma":[0.00006305124,0.0002403524,0.00588911,0.0009930385,0.0000203206,0.0006869064,0.1822708,0.0004317818,0.0005112067,0.2938018,0.5150434,0.00004829293],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1260534,0.03069895,0.01228987,0.5223294,0.003530117,0.0001172465,0.0000216067,0.000152743,0.3048067],"genre_scores_gemma":[0.9651135,0.005864274,0.001924207,0.009082464,0.0008295596,0.00007337855,0.000007777377,0.00003305342,0.0170719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01305691,"threshold_uncertainty_score":0.03804821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578567463746742,"score_gpt":0.3812357065999942,"score_spread":0.22337896022532,"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."}}