{"id":"W2077296585","doi":"10.1016/s0952-8733(02)00003-x","title":"“Sustainability” in higher education: from doublethink and newspeak to critical thinking and meaningful learning","year":2002,"lang":"en","type":"article","venue":"Higher Education Policy","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":338,"is_retracted":false,"has_abstract":false,"ca_institutions":"Yukon University","funders":"","keywords":"Sustainability; Contextualization; Higher education policy; Higher education; Value (mathematics); Process (computing); Sociology; Engineering ethics; Critical thinking; Quality (philosophy); Environmental ethics; Political science; Public relations; Pedagogy; Education policy; Epistemology; Law; Engineering","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":[0.0007659663,0.0002474332,0.0002602523,0.0005483992,0.0008007705,0.0005070689,0.0002969588,0.0002553535,0.002899548],"category_scores_gemma":[0.002020637,0.0002875712,0.00004057206,0.001257465,0.0004575559,0.0007273059,0.0001227131,0.0004420685,0.00006110914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177039,"about_ca_system_score_gemma":0.002083411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03907401,"about_ca_topic_score_gemma":0.0004623538,"domain_scores_codex":[0.9971123,0.0006544353,0.0004377326,0.000699863,0.0004836643,0.0006119609],"domain_scores_gemma":[0.9975661,0.0008165769,0.0001046903,0.0003990588,0.0005949319,0.0005186483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001116417,0.0004794541,0.1082179,0.00006824655,0.000007723208,6.51431e-7,0.1486839,0.00001356693,0.000008141759,0.7207786,0.009517029,0.01221364],"study_design_scores_gemma":[0.0001454418,0.00002963443,0.2922233,0.00004918483,0.00001618718,0.000001074262,0.02401063,0.000003115874,0.000003208735,0.1812744,0.5019837,0.0002601525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4701639,0.001832143,0.000006042213,0.4732434,0.002131317,0.0006966934,0.000001718139,0.0001613309,0.05176346],"genre_scores_gemma":[0.9421019,0.00007383992,0.00137304,0.004909028,0.003256789,0.0002579617,0.000009550729,0.00003316056,0.04798471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5395042,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332049985155343,"score_gpt":0.3895589051828652,"score_spread":0.3462384053313117,"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."}}