{"id":"W1964336618","doi":"10.1108/14676370810842184","title":"Sustainability in higher education in Atlantic Canada","year":2008,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"","keywords":"Sustainability; Scholarship; Outreach; Higher education; Curriculum; Sociology; Originality; Political science; Sustainability science; Public relations; Social sustainability; Pedagogy; Qualitative research; Social science; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002744062,0.0003098272,0.0004967813,0.001435274,0.0001600116,0.0001088541,0.001169324,0.0002833068,0.001003607],"category_scores_gemma":[0.003277394,0.0003483453,0.0001410854,0.001698115,0.0004858661,0.001441939,0.00009273872,0.0008225507,0.000002897095],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0461045,"about_ca_system_score_gemma":0.08464088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7346876,"about_ca_topic_score_gemma":0.4211226,"domain_scores_codex":[0.9942268,0.001173162,0.001784842,0.0005303455,0.001560879,0.0007240069],"domain_scores_gemma":[0.991492,0.0007841263,0.000568575,0.0004638138,0.006417784,0.0002736732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207927,0.002844312,0.9445157,0.0001240808,0.00001774497,0.00007723866,0.01205236,0.0007563814,0.00000382291,0.03153654,0.004580785,0.003270208],"study_design_scores_gemma":[0.0005961651,0.00003740884,0.7915792,0.00008408474,0.0000086025,0.00001892767,0.02952963,0.000003484788,0.000006341786,0.05731623,0.1205655,0.0002544326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8474135,0.0004079582,0.000003037392,0.1399834,0.0082408,0.0009741877,0.00000213074,0.00001706718,0.002957862],"genre_scores_gemma":[0.9907097,0.00009080032,0.0001270456,0.0006718839,0.001444024,0.000155475,0.00002311107,0.0000257252,0.006752301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313565,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635017646207994,"score_gpt":0.3580475889433017,"score_spread":0.3316974124812218,"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."}}