{"id":"W4400994131","doi":"10.1108/ijced-06-2023-0048","title":"Envisioning quality education for sustainability transformation in teacher education: perspectives from an international dialogue on Sustainable Development Goal 4","year":2024,"lang":"en","type":"article","venue":"International journal of comparative education and development","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Thematic analysis; Context (archaeology); Sustainability; Originality; Pedagogy; Education for sustainable development; Quality (philosophy); Sustainable development; Qualitative research; Psychology; Sociology; Medical education; Political science; Public relations; Medicine; Social science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03240544,0.0006837239,0.0005950077,0.00139073,0.01659257,0.01817219,0.00169984,0.006024396,0.00261802],"category_scores_gemma":[0.01620765,0.0006035595,0.0007214287,0.00187449,0.0319776,0.01367425,0.01567931,0.01498149,0.0002803042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01199074,"about_ca_system_score_gemma":0.01308786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007437333,"about_ca_topic_score_gemma":0.009205686,"domain_scores_codex":[0.9744893,0.01995697,0.0005547309,0.0008548493,0.001594508,0.002549651],"domain_scores_gemma":[0.9810107,0.01384159,0.001099895,0.0007897028,0.0012024,0.002055722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001612256,0.00003755263,0.0009175047,0.0001018866,0.000002608519,0.0005866058,0.9141157,0.0002154118,0.0002825131,0.07895797,0.001397577,0.003368561],"study_design_scores_gemma":[0.000005135802,0.00001966873,0.0003559444,0.0002698092,0.000003644639,0.0002834836,0.9303076,0.0002028191,0.0002509522,0.009156756,0.05913069,0.00001353834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5947313,0.006310211,0.03224449,0.2013118,0.001450915,0.0003139212,0.000113571,0.0001012479,0.1634226],"genre_scores_gemma":[0.9886951,0.001505687,0.002441671,0.002800186,0.00008117378,0.00009491987,0.00002614444,0.0000450301,0.0043101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03240544,"threshold_uncertainty_score":0.1713784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084771397628129,"score_gpt":0.3765469792390889,"score_spread":0.3556992652628076,"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."}}