{"id":"W1515961871","doi":"10.1108/14676370210434688","title":"“Sustainability” in higher education","year":2002,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":548,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University","funders":"","keywords":"Sustainability; Contextualization; Higher education; Process (computing); Engineering ethics; Sociology; Environmental ethics; Value (mathematics); Quality (philosophy); Reflection (computer programming); Political science; Public relations; Pedagogy; Epistemology; Engineering; Law; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003069955,0.0003319206,0.0004630979,0.001812739,0.0001710637,0.0003044299,0.001385587,0.000373811,0.005593735],"category_scores_gemma":[0.003499989,0.0003679643,0.0002377794,0.001745378,0.0005537441,0.002150022,0.0001044237,0.0008036337,0.00002283792],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02246874,"about_ca_system_score_gemma":0.008320509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488016,"about_ca_topic_score_gemma":0.000422386,"domain_scores_codex":[0.9943064,0.001169596,0.001737972,0.0005582178,0.00151478,0.0007130092],"domain_scores_gemma":[0.9892476,0.000696286,0.0006485854,0.0005584311,0.008534362,0.0003146896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002684318,0.01107282,0.6077062,0.0002814728,0.000066382,0.00003811818,0.04695145,0.0008367736,0.00001666522,0.2517245,0.0178239,0.06321323],"study_design_scores_gemma":[0.0005908509,0.0000732405,0.3976525,0.00009230103,0.0000197871,0.000009849377,0.03536251,0.000008530815,0.000009716075,0.1851739,0.380715,0.0002918684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6331236,0.001285404,0.000009770143,0.3337469,0.01455124,0.001248233,0.000002642756,0.0000470281,0.0159852],"genre_scores_gemma":[0.9730805,0.0001297809,0.0002852969,0.0009375157,0.00288913,0.0002344452,0.00001195833,0.00003360365,0.02239779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.362891,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287651931771785,"score_gpt":0.3843548187061117,"score_spread":0.3414782993883939,"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."}}