{"id":"W4392744845","doi":"10.1007/978-3-031-50168-5_29","title":"Conclusions: Business Education That Makes an Impact on Social Sustainability Within and Beyond the Classroom","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Stakeholder; Best practice; Context (archaeology); Higher education; Public relations; Stakeholder engagement; Engineering ethics; Political science; Sociology; Knowledge management; Pedagogy; Engineering; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009966381,0.0004224926,0.0001617758,0.0005491388,0.001387689,0.003877969,0.0007305964,0.002751978,0.05369535],"category_scores_gemma":[0.001295168,0.0000770445,0.0002851047,0.0007223141,0.001822124,0.003422945,0.001507364,0.001999139,0.01047684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309386,"about_ca_system_score_gemma":0.003905782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00565181,"about_ca_topic_score_gemma":0.01292953,"domain_scores_codex":[0.9995946,0.0001176786,0.00001126861,0.00006493434,0.0001578912,0.00005358327],"domain_scores_gemma":[0.9993048,0.0002913973,0.00002164167,0.00002997413,0.0002300608,0.0001221089],"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":[0.00002479615,0.00008511311,0.0003545176,0.0004279334,0.000004885391,0.0001201756,0.001501423,0.0003487608,0.0003141447,0.5291386,0.3584315,0.1092482],"study_design_scores_gemma":[0.000007635048,0.00001164212,0.0007735493,0.0005128589,0.000007562176,0.000089269,0.003002917,0.0002297478,0.0006299386,0.09909369,0.8956347,0.000006470776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003201905,0.005947926,0.004465566,0.08451814,0.006894176,0.00005834312,0.000162386,0.0001385716,0.894613],"genre_scores_gemma":[0.07358072,0.005636749,0.003231737,0.02728501,0.001484831,0.0000896105,0.0001912265,0.0001192498,0.8883808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05369535,"threshold_uncertainty_score":0.1796288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716482941608878,"score_gpt":0.3846678623403478,"score_spread":0.347503032924259,"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."}}