{"id":"W2966062407","doi":"10.3390/su11154109","title":"Leading Educational Change in the 21st Century: Creating Living Schools through Shared Vision and Transformative Governance","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Transformative learning; Corporate governance; Sustainability; Sustainable development; Transformational leadership; Political science; Educational leadership; Education reform; Community education; Sociology; Public administration; Public relations; Pedagogy; Economic growth; Management; Economics; Primary education","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":[0.01717665,0.000518958,0.0004894469,0.002342658,0.009038904,0.01933819,0.001715325,0.003739443,0.003038147],"category_scores_gemma":[0.009478807,0.0003065992,0.000625832,0.001406818,0.03801074,0.01426309,0.02100209,0.006979889,0.0005166208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008706869,"about_ca_system_score_gemma":0.02412082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003073154,"about_ca_topic_score_gemma":0.005215574,"domain_scores_codex":[0.9868807,0.00819141,0.0003524683,0.0009041713,0.001577967,0.002093329],"domain_scores_gemma":[0.993239,0.002239138,0.0007436997,0.0009156146,0.0008218486,0.002040647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006595146,0.00006007987,0.0008525077,0.0001062461,0.00001014053,0.00009223451,0.02916422,0.0006940171,0.0001600026,0.932337,0.004590589,0.0319263],"study_design_scores_gemma":[0.00001430448,0.00005782949,0.0008963454,0.0004132097,0.000009044044,0.00007136584,0.03472991,0.0007223032,0.000431625,0.7422425,0.2203822,0.00002938229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1066923,0.01095096,0.160252,0.2775559,0.002444287,0.0005449694,0.00006979992,0.0006353068,0.4408546],"genre_scores_gemma":[0.9588692,0.00249509,0.02146067,0.006087855,0.000299679,0.0001572526,0.00004173055,0.00008839583,0.01050011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01933819,"threshold_uncertainty_score":0.09083992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310006057092269,"score_gpt":0.3457274552926369,"score_spread":0.3226273947217142,"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."}}