{"id":"W4293146239","doi":"10.4018/978-1-6684-4528-0.ch012","title":"Global Leadership in Education for Sustainable Development","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Internationalization; Education for sustainable development; Sustainable development; Political science; Intersection (aeronautics); Politics; Global education; Public relations; Engineering ethics; Economic growth; Business; Engineering; Economics; International trade","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006886054,0.000504866,0.0002181928,0.0006365376,0.003445698,0.004938979,0.0004838925,0.001133093,0.02580924],"category_scores_gemma":[0.0007655279,0.0001401303,0.0001903278,0.00119063,0.003581298,0.002006944,0.002087278,0.003278039,0.004897323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01000915,"about_ca_system_score_gemma":0.02192576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08468803,"about_ca_topic_score_gemma":0.2919673,"domain_scores_codex":[0.9992129,0.0001294895,0.000008405917,0.00004275012,0.0003635814,0.0002428882],"domain_scores_gemma":[0.9997249,0.00005254105,0.00001216274,0.00001190933,0.00008161524,0.0001167699],"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":[0.000003912276,0.00001999775,0.000155733,0.0001785067,0.000001761965,0.00006058277,0.004652749,0.0001587935,0.0001704306,0.4400162,0.4395651,0.1150162],"study_design_scores_gemma":[8.679601e-7,0.000001911111,0.0001218016,0.0001074955,3.907479e-7,0.00001448766,0.000699059,0.00001520398,0.000016387,0.007487846,0.9915331,0.00000152948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009860783,0.02479076,0.0009919278,0.03136896,0.002030161,0.00002920959,0.00002959249,0.0001146741,0.9396586],"genre_scores_gemma":[0.0477554,0.02792539,0.002413297,0.01445581,0.0007137612,0.00005202803,0.00009733965,0.0001194266,0.9064675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08468803,"threshold_uncertainty_score":0.1683902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0558032291131613,"score_gpt":0.3601107009406127,"score_spread":0.3043074718274514,"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."}}