{"id":"W4408948288","doi":"10.1080/13504622.2025.2482743","title":"Sustainability and sustainable development goals in business higher education research: a systematic literature review","year":2025,"lang":"en","type":"article","venue":"Environmental Education Research","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Mount Royal University","funders":"Mount Royal University","keywords":"Sustainability; Environmental education; Education for sustainable development; Sustainable development; Higher education; Engineering ethics; Sociology; Pedagogy; Political science; Economic growth; Engineering; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02588443,0.001185546,0.003738586,0.02588114,0.001308621,0.004415145,0.00162639,0.00251216,0.003722465],"category_scores_gemma":[0.087441,0.001027711,0.004394247,0.02527386,0.001733296,0.005040105,0.003139647,0.001780828,0.000424591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005853908,"about_ca_system_score_gemma":0.0437558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207303,"about_ca_topic_score_gemma":0.03773307,"domain_scores_codex":[0.9814104,0.006880689,0.006125855,0.001046402,0.004022053,0.0005145975],"domain_scores_gemma":[0.9007788,0.07721853,0.009857358,0.00146805,0.009705933,0.0009713035],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005859579,0.00005643212,0.002451906,0.8219916,0.0019261,0.0001930955,0.001292982,0.0003127652,0.0001612049,0.002893807,0.006722951,0.1619387],"study_design_scores_gemma":[0.00003107783,0.00004975268,0.002928223,0.95033,0.004944207,0.0002263967,0.001192249,0.00009958477,0.00009352591,0.001174653,0.03890002,0.00003037529],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001140055,0.99554,0.000528489,0.001281797,0.0001962164,0.0003204002,0.0003270702,0.000009453096,0.0006565113],"genre_scores_gemma":[0.01492147,0.9811729,0.001953885,0.0008509553,0.00009464234,0.0006069588,0.0002901687,0.000006281358,0.0001027762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9741189,"threshold_uncertainty_score":0.1368916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747473486832502,"score_gpt":0.4491364519829221,"score_spread":0.4116617171145971,"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."}}