{"id":"W1965073930","doi":"10.1108/14676371111168278","title":"Developing a quantitative tool for sustainability assessment of HEIs","year":2011,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sustainability; Sustainability organizations; Social sustainability; Environmental Sustainability Index; Higher education; Sustainability science; Environmental economics; Originality; Equity (law); Business; Management science; Economics; Economic growth; Political science; Qualitative research; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01831033,0.001105904,0.0008007243,0.009210458,0.0009782872,0.003784418,0.00147964,0.0009160296,0.008484008],"category_scores_gemma":[0.04924553,0.0003694089,0.0009084858,0.007336101,0.001218077,0.004612579,0.003383299,0.001146342,0.001261979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175126,"about_ca_system_score_gemma":0.003938255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078195,"about_ca_topic_score_gemma":0.002617989,"domain_scores_codex":[0.9798732,0.008950889,0.0018221,0.001030017,0.00795374,0.0003700812],"domain_scores_gemma":[0.9555353,0.02399395,0.004717679,0.003852991,0.01131583,0.0005843769],"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":[0.0002614866,0.0007710097,0.09693361,0.003092665,0.000321419,0.0002275595,0.003937574,0.04544766,0.01105723,0.1484386,0.0123242,0.677187],"study_design_scores_gemma":[0.0001221796,0.002369496,0.1303029,0.002670681,0.0003277611,0.000817798,0.02904594,0.3029748,0.03631187,0.3116293,0.1827833,0.0006441061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06021783,0.0003859428,0.8920872,0.0008851452,0.0001943779,0.002300468,0.006471242,0.001427075,0.03603072],"genre_scores_gemma":[0.3854311,0.0003408575,0.6034728,0.0001886198,0.00005420597,0.003665857,0.003348099,0.0001155648,0.003382914],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01831033,"threshold_uncertainty_score":0.09683537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09468792933619585,"score_gpt":0.4680079602712774,"score_spread":0.3733200309350815,"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."}}