{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094081,0.0002297947,0.0002352342,0.0003941222,0.0001680023,0.0002718703,0.0003780496,0.00008210582,0.0008128642],"category_scores_gemma":[0.0002062635,0.0002156124,0.00006684298,0.0001747248,0.0001332805,0.001444177,0.00006863646,0.0002562793,0.00002440087],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00489582,"about_ca_system_score_gemma":0.003941222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000293318,"about_ca_topic_score_gemma":0.0001216589,"domain_scores_codex":[0.9976286,0.000194107,0.0009149261,0.0004347322,0.000617859,0.0002097474],"domain_scores_gemma":[0.9987537,0.0001790156,0.00026812,0.0001461494,0.0004658947,0.000187075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006693933,0.0105055,0.09526729,0.00009075199,0.0001450539,0.000002829284,0.2687654,0.0007461515,0.0002263621,0.03407912,0.002475854,0.5870264],"study_design_scores_gemma":[0.0004524449,0.00008659654,0.5606965,0.0001093439,0.000008631742,0.00001087451,0.1634661,0.0001560438,0.0006547752,0.008858086,0.265225,0.0002755971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831961,0.0003943447,0.003361449,0.003763502,0.00213083,0.0006637078,0.000005727979,0.00001964649,0.006464695],"genre_scores_gemma":[0.988883,0.0000399475,0.007772292,0.0003848661,0.0003446552,0.0002246155,0.0002119373,0.0000132524,0.002125473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5867507,"threshold_uncertainty_score":0.9989242,"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."}}