{"id":"W2890819839","doi":"10.1177/1541344618796997","title":"Introduction to Special Issue on Transformative Sustainability Education","year":2018,"lang":"en","type":"article","venue":"Journal of Transformative Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"St. Francis Xavier University","keywords":"Transformative learning; Sustainability; Engineering ethics; Sociology; Environmental ethics; Political science; Pedagogy; Engineering; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00274109,0.001914207,0.00163895,0.003537596,0.002022825,0.00611396,0.001968314,0.006470696,0.1006686],"category_scores_gemma":[0.008371083,0.0004589809,0.001311357,0.001679306,0.00121036,0.004932417,0.004464782,0.006941862,0.03083152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765653,"about_ca_system_score_gemma":0.003221951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771212,"about_ca_topic_score_gemma":0.004956116,"domain_scores_codex":[0.9980754,0.000250209,0.0002097018,0.0003263095,0.000883495,0.0002548971],"domain_scores_gemma":[0.9922411,0.001927449,0.0005939625,0.0004211544,0.002967239,0.00184904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001619571,0.00003039929,0.00008348781,0.0002375692,0.000004150106,0.0000438957,0.00003240885,0.00003052025,0.000130748,0.0009140496,0.9760298,0.02244669],"study_design_scores_gemma":[0.000005802088,0.00002896016,0.0006041376,0.0003097456,0.000006527782,0.0000884187,0.00005665238,0.00004337699,0.00005995794,0.001095408,0.9976932,0.0000077258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002653674,0.01675135,0.0006292477,0.05838085,0.9043298,0.0000641344,0.00028118,0.0001134077,0.01918467],"genre_scores_gemma":[0.002158202,0.01514956,0.0005258055,0.03130017,0.8560243,0.00008205874,0.0005211622,0.0002065389,0.09403214],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1006686,"threshold_uncertainty_score":0.3367701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008549725779327447,"score_gpt":0.3654355784231479,"score_spread":0.3568858526438205,"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."}}