{"id":"W2046358714","doi":"10.1177/0973408214548366","title":"The Leading Edge of Teacher Education and ESD","year":2014,"lang":"en","type":"article","venue":"Journal of Education for Sustainable Development","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Network for Business Sustainability","funders":"","keywords":"Coursework; Certificate; Education for sustainable development; Sustainability; Political science; Pedagogy; Public relations; Engineering; Sustainable development; Engineering ethics; Sociology; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005437679,0.0003026221,0.0004434575,0.001190357,0.01001231,0.01281518,0.0009473522,0.003645523,0.03099053],"category_scores_gemma":[0.008582969,0.0002985937,0.0004135802,0.001679346,0.01427832,0.009878186,0.01294926,0.00753847,0.004218565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007985706,"about_ca_system_score_gemma":0.0140908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008920814,"about_ca_topic_score_gemma":0.01597704,"domain_scores_codex":[0.9930438,0.003125923,0.0002492715,0.0006938105,0.001579432,0.001307675],"domain_scores_gemma":[0.989369,0.003903125,0.0006790886,0.0006718148,0.002066412,0.003310581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007337809,0.00008294037,0.006011847,0.0006172797,0.00001892859,0.0004092377,0.02637299,0.0002903313,0.0002578739,0.7190012,0.08993027,0.1569337],"study_design_scores_gemma":[0.00001335481,0.00004953326,0.00232581,0.0009393273,0.000008879156,0.000266235,0.02459773,0.00008429243,0.00020074,0.07865734,0.8928378,0.00001880824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02320366,0.02420917,0.004760851,0.2799194,0.005343494,0.00002588917,0.00007536884,0.0001009919,0.662361],"genre_scores_gemma":[0.7698045,0.02426342,0.004521693,0.02938026,0.002208082,0.000051978,0.00009535887,0.0002099439,0.1694648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03099053,"threshold_uncertainty_score":0.1036737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303927990932892,"score_gpt":0.3399193999180662,"score_spread":0.3268801200087373,"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."}}