{"id":"W2078361828","doi":"10.1089/sus.2011.9706","title":"Institutional Innovation To Deliver Post-Secondary Education for Sustainability","year":2011,"lang":"en","type":"article","venue":"Sustainability The Journal of Record","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Sustainability; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007603307,0.0002885074,0.0001732667,0.0009947901,0.002680333,0.005041375,0.001735561,0.001272297,0.02093163],"category_scores_gemma":[0.006875561,0.0001344346,0.0006222803,0.0008418635,0.001347659,0.002241652,0.005958783,0.002020465,0.004749525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006235051,"about_ca_system_score_gemma":0.0234245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00596173,"about_ca_topic_score_gemma":0.01178072,"domain_scores_codex":[0.9954282,0.001250408,0.0001600339,0.0002695428,0.001791272,0.001100503],"domain_scores_gemma":[0.9936326,0.0008521884,0.000357336,0.0009898545,0.001592477,0.002575575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004719969,0.001788753,0.00804261,0.0006135964,0.00003514568,0.0002218168,0.005489992,0.00215147,0.003788943,0.1434219,0.1110939,0.7233047],"study_design_scores_gemma":[0.00008148448,0.0006477075,0.01357435,0.0005866518,0.00003117737,0.0002636082,0.004587785,0.0035038,0.005615551,0.02463887,0.9464183,0.00005067135],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1031905,0.002594785,0.1652026,0.05964153,0.00391538,0.002422757,0.0003405434,0.004206779,0.6584852],"genre_scores_gemma":[0.5659515,0.003395354,0.1638084,0.00744631,0.000617995,0.001193089,0.0005513495,0.0003082189,0.2567278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02093163,"threshold_uncertainty_score":0.0700233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808692410309784,"score_gpt":0.3501838024508145,"score_spread":0.3220968783477167,"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."}}