{"id":"W1975865290","doi":"10.1177/0973408214526491","title":"Exploring Faculty Conceptualizations of Sustainability in Higher Education: Cultural Barriers to Organizational Change and Potential Resolutions","year":2013,"lang":"en","type":"article","venue":"Journal of Education for Sustainable Development","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sustainability; Higher education; Sustainability science; Sociology; Sustainability organizations; Engineering ethics; Environmental ethics; Social sustainability; Political science; Public relations; Ecology; Engineering; Law","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":[0.05942887,0.0004832692,0.0006559413,0.004047774,0.02217614,0.02516119,0.003733429,0.003764314,0.004063764],"category_scores_gemma":[0.0663292,0.0004677178,0.0005677381,0.004329497,0.05913889,0.0172738,0.02265474,0.007659659,0.0002122716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02612346,"about_ca_system_score_gemma":0.03017664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617016,"about_ca_topic_score_gemma":0.01070124,"domain_scores_codex":[0.9383238,0.04587734,0.002165575,0.002573088,0.006841861,0.004218399],"domain_scores_gemma":[0.9305306,0.04453493,0.006284113,0.004154621,0.007408103,0.007087661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002829752,0.0001390696,0.01014371,0.0001222728,0.00001827499,0.0002236001,0.5928285,0.000533867,0.0003433625,0.3803173,0.0009928836,0.01430885],"study_design_scores_gemma":[0.00001188286,0.00003344046,0.002830557,0.0002152186,0.000009832761,0.00008060784,0.8964132,0.0007432684,0.0003021098,0.07448613,0.02484385,0.00002996943],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8059235,0.001901726,0.02162662,0.08034711,0.0003132114,0.0002078419,0.00003408295,0.0000391973,0.08960663],"genre_scores_gemma":[0.9973217,0.0001972673,0.0008489271,0.0008280605,0.00001632042,0.00003671482,0.000005609304,0.000007977358,0.0007375019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05942887,"threshold_uncertainty_score":0.3142937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148850201535955,"score_gpt":0.3650359756451523,"score_spread":0.2501509554915568,"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."}}