{"id":"W3195204128","doi":"10.3390/educsci11080430","title":"Education for Sustainability, Peace, and Global Citizenship: An Integrative Approach","year":2021,"lang":"en","type":"article","venue":"Education Sciences","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stavros Niarchos Foundation; Fonds de Recherche du Québec-Société et Culture; State Scholarships Foundation; McGill University","keywords":"Mainstream; Sustainability; Citizenship; Agency (philosophy); Education for sustainable development; Environmental education; Sociology; Politics; Global citizenship; Engineering ethics; Sustainable development; Global citizenship education; Political science; Environmental ethics; Pedagogy; Citizenship education; Social science; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005656732,0.0001400059,0.0001181503,0.00003096319,0.0005083312,0.0001782073,0.0002270369,0.00005470087,0.0004915519],"category_scores_gemma":[0.0006403751,0.0001242947,0.00004138725,0.0005855752,0.0009680853,0.0004812767,0.000112231,0.00006726915,0.00001088059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008237023,"about_ca_system_score_gemma":0.001512691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002356466,"about_ca_topic_score_gemma":0.00009199016,"domain_scores_codex":[0.9984144,0.000171462,0.0002042543,0.0006883004,0.0002720022,0.0002495557],"domain_scores_gemma":[0.9992649,0.00007203891,0.00008042234,0.0002815172,0.00009168077,0.0002094288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001423924,0.002476802,0.6716937,0.00008445648,0.000007160472,1.674286e-7,0.008107524,0.0001065462,0.0002276933,0.0771526,0.01223263,0.2278964],"study_design_scores_gemma":[0.0001811836,0.0001555402,0.44627,0.00001356192,0.00001954397,0.00003108122,0.2725646,0.0006266807,0.0004499421,0.2654255,0.01390117,0.0003612421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254451,0.0004089136,0.001484243,0.004266448,0.0004801413,0.0006743048,0.000007966821,0.00003123391,0.06720161],"genre_scores_gemma":[0.9723755,0.00002268748,0.02210079,0.0008524306,0.00006800492,0.0002834441,0.00005047477,0.000005353523,0.004241386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.264457,"threshold_uncertainty_score":0.5382149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608235790752583,"score_gpt":0.3364549723022489,"score_spread":0.320372614394723,"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."}}