{"id":"W4392744813","doi":"10.1007/978-3-031-50168-5_15","title":"Engaging Management and STEM Students in Solving Global Problems of Sustainable Development","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Sustainability; Global health; Teamwork; Sustainable development; Global challenges; Political science; Knowledge management; Public relations; Management science; Health care; Engineering ethics; Engineering; Economic growth; Computer science; Economics; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.001614347,0.0001848163,0.0002344824,0.0002252103,0.0001721614,0.0001631352,0.0003035844,0.0001546845,0.0001084116],"category_scores_gemma":[0.00001563099,0.0001942903,0.00003422544,0.0001455591,0.0001482067,0.0001313293,0.0004249805,0.0001742375,0.00001214167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697411,"about_ca_system_score_gemma":0.0004423219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449099,"about_ca_topic_score_gemma":0.001755799,"domain_scores_codex":[0.9980814,0.0000421436,0.000426047,0.0003996855,0.0006816835,0.0003690659],"domain_scores_gemma":[0.9994385,0.00006450927,0.0001076598,0.0001655958,0.0001528075,0.00007094684],"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":[0.000002805149,0.00003589582,0.01558058,0.001552238,0.00006976588,0.00003114374,0.04240802,0.000010104,3.950213e-8,0.9368459,0.0001689597,0.003294558],"study_design_scores_gemma":[0.0002188699,0.00002061238,0.008132225,0.0009437261,0.00006732927,6.270217e-7,0.2967729,0.000002460359,0.000002476384,0.2095549,0.4838623,0.0004216351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03146111,0.001496651,0.00002287693,0.0003618446,0.0002967345,0.001685211,0.000001028157,0.00007182097,0.9646027],"genre_scores_gemma":[0.2596918,0.0001304977,0.000405848,0.00001700019,0.00003613027,0.00005932699,0.000002469462,0.00001477743,0.7396421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.727291,"threshold_uncertainty_score":0.7922928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134036410671357,"score_gpt":0.3183130988791181,"score_spread":0.2969727347724045,"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."}}