{"id":"W1867400174","doi":"10.5430/ijhe.v4n4p158","title":"A Teacher Education for Sustainable Development System: An Institutional Responsibility","year":2015,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher education; Autonomy; Curriculum; Education for sustainable development; Pedagogy; Institution; Notional amount; Professional development; Sociology; Focus group; Psychology; Mathematics education; Engineering ethics; Sustainable development; Political science; Engineering; Business; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007751318,0.0001825063,0.0001991394,0.0008766443,0.003958905,0.006770309,0.0008138395,0.001436818,0.004521462],"category_scores_gemma":[0.008604001,0.0002427248,0.0003201328,0.001279627,0.009276213,0.005025678,0.005669284,0.001999202,0.0004547704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006604034,"about_ca_system_score_gemma":0.01746573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005571682,"about_ca_topic_score_gemma":0.007417622,"domain_scores_codex":[0.9931994,0.003866327,0.0004636624,0.0006051319,0.001425139,0.0004402653],"domain_scores_gemma":[0.9901842,0.003393911,0.001801052,0.001394673,0.001644442,0.001581786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005487921,0.0003809551,0.03188944,0.0005190181,0.00003405883,0.001187418,0.08966161,0.006098548,0.003104783,0.7744128,0.00741949,0.08523703],"study_design_scores_gemma":[0.0001101022,0.0005946354,0.03260428,0.0006360174,0.0000586344,0.001652093,0.1553157,0.01652016,0.004203624,0.2772341,0.5108895,0.0001811293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4156817,0.0006542004,0.2361011,0.05337986,0.0003604731,0.001105962,0.0002504494,0.0005475254,0.2919188],"genre_scores_gemma":[0.9630854,0.0001324004,0.02730273,0.0003370537,0.00002190923,0.0001474975,0.00002947722,0.000025066,0.008918433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007751318,"threshold_uncertainty_score":0.04791582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749540379622451,"score_gpt":0.4073006153410113,"score_spread":0.3698052115447868,"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."}}