{"id":"W2491952833","doi":"10.4018/978-1-4666-4458-8.ch012","title":"Supporting Sustainability Education and Leadership","year":2013,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boucher Institute of Naturopathic Medicine; University of British Columbia","funders":"","keywords":"Sustainability; Timeline; Context (archaeology); Checklist; Work (physics); Engineering ethics; Sustainability organizations; Political science; Medical education; Engineering; Public relations; Psychology; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00108881,0.00045513,0.0002188075,0.0005045288,0.002314707,0.004416875,0.0009764038,0.001206778,0.03105381],"category_scores_gemma":[0.001575113,0.00019751,0.0002248576,0.0006207038,0.0015641,0.003170336,0.003936132,0.002136173,0.009255233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721126,"about_ca_system_score_gemma":0.007294555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003373655,"about_ca_topic_score_gemma":0.01236369,"domain_scores_codex":[0.9992415,0.0002266419,0.00001847054,0.00007381178,0.0002788458,0.0001607625],"domain_scores_gemma":[0.9991949,0.0002752442,0.00003395555,0.00005050053,0.0001583852,0.0002870079],"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":[0.00001237152,0.0001493319,0.0005376926,0.0004960878,0.000004427639,0.0003592771,0.01438446,0.0005814586,0.002002779,0.2059949,0.3938658,0.3816114],"study_design_scores_gemma":[0.000002117081,0.00001068098,0.0001748383,0.00020435,9.785948e-7,0.0001020862,0.002151287,0.00009255921,0.0002710217,0.007571535,0.9894149,0.000003655261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006642629,0.009534989,0.01547916,0.02591678,0.003248513,0.000125443,0.000076192,0.0006321683,0.9383441],"genre_scores_gemma":[0.1035802,0.01265984,0.02004864,0.006445418,0.0008275978,0.0001306509,0.0001991322,0.0003044527,0.8558041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03105381,"threshold_uncertainty_score":0.1038854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491423598803737,"score_gpt":0.375306552388547,"score_spread":0.3303923164005096,"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."}}