{"id":"W2050837769","doi":"10.1108/14676370810842193","title":"Achieving transformative sustainability learning: engaging head, hands and heart","year":2008,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":894,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Foundation for the Study of Diabetes; McGill University","keywords":"Transformative learning; Sustainability; Sociology; Curriculum; Originality; Higher education; Education for sustainable development; Pedagogy; Engineering ethics; Political science; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001500144,0.0001008748,0.0001783352,0.0003013641,0.0003045025,0.00008484242,0.0002460183,0.00008313463,0.0001101876],"category_scores_gemma":[0.001749413,0.0001024721,0.0000784269,0.0002511313,0.0003231132,0.0008754822,0.00002455897,0.0004396116,7.814798e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748703,"about_ca_system_score_gemma":0.002749392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076195,"about_ca_topic_score_gemma":0.0001037495,"domain_scores_codex":[0.9982153,0.0004496238,0.0005014912,0.0001474516,0.0004728908,0.0002132107],"domain_scores_gemma":[0.9963846,0.0003018175,0.0001827064,0.00008065757,0.002931434,0.0001187812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008114875,0.0004087287,0.8342776,0.00004214265,0.00001996107,0.000005872898,0.1306187,0.00008103844,0.00001047094,0.01565595,0.0003575152,0.01844087],"study_design_scores_gemma":[0.000477195,0.00007234413,0.7682406,0.00004702331,0.000008354497,0.00002543678,0.09178853,0.000006831076,0.00001946638,0.01473911,0.1244547,0.0001203437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320867,0.0002090104,0.0001256119,0.06470519,0.001035119,0.0002121245,3.429492e-7,0.00001565803,0.001610245],"genre_scores_gemma":[0.9964741,0.0001096813,0.0001631343,0.0001967515,0.0006810225,0.00001492368,0.000002438447,0.000006577761,0.002351406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1240972,"threshold_uncertainty_score":0.4877304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638549593426585,"score_gpt":0.3721873944463671,"score_spread":0.3458018985121012,"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."}}