{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009838326,0.0001998651,0.0002905515,0.000557411,0.001067404,0.00007862644,0.0008488544,0.0001762667,0.0003029719],"category_scores_gemma":[0.02821413,0.0001633815,0.0001918304,0.001656024,0.0007640297,0.00100709,0.00009300205,0.0004146061,0.000004440394],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006307946,"about_ca_system_score_gemma":0.02179738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006503675,"about_ca_topic_score_gemma":0.001142983,"domain_scores_codex":[0.9965531,0.000980229,0.001065278,0.0002713063,0.0005820271,0.0005480855],"domain_scores_gemma":[0.9694415,0.0009025908,0.0006715113,0.0005418012,0.02821545,0.0002271841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002998353,0.001708651,0.0686437,0.000614206,0.00008156092,0.000002612665,0.1450606,0.00008805175,0.00003232304,0.2794842,0.006646293,0.4946395],"study_design_scores_gemma":[0.000299624,0.0006817232,0.09876452,0.00001711495,0.00006678017,0.000009739072,0.2218332,0.000003418614,0.00008017458,0.479139,0.1989005,0.0002041142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625223,0.000126478,0.006046713,0.02389026,0.002142543,0.002730598,0.000008170276,0.00003593098,0.002496953],"genre_scores_gemma":[0.9934789,0.00001650359,0.003608376,0.0008961785,0.0007409019,0.0001349146,0.000006603219,0.00001762035,0.001099988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4944354,"threshold_uncertainty_score":0.9975067,"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."}}