{"id":"W4402475583","doi":"10.1109/ccece59415.2024.10667109","title":"Framework for Interdisciplinary Power Systems Education for Engineering and Environment Students","year":2024,"lang":"en","type":"article","venue":"","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering education; Power (physics); Computer science; Engineering management; Mathematics education; Systems engineering; Engineering ethics; Software engineering; Engineering; Psychology","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":[0.00008224528,0.0001202181,0.0001012207,0.00009805075,0.00002945683,0.0001372728,0.00006324788,0.00009766142,0.000007726256],"category_scores_gemma":[0.00000953159,0.0001102748,0.00003318756,0.00004866687,0.000004388516,0.0001101145,0.00002675227,0.0000608424,0.000005752328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045696,"about_ca_system_score_gemma":0.000008657235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001911255,"about_ca_topic_score_gemma":2.638593e-7,"domain_scores_codex":[0.9994723,0.000003428205,0.0001699826,0.0001531976,0.00007024387,0.0001308343],"domain_scores_gemma":[0.9997612,0.00007983446,0.000008625108,0.0001005679,0.0000117992,0.00003802978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007641821,0.00002680648,0.00002350635,0.001191354,0.0001779539,4.992828e-7,0.0009218318,0.8746009,0.001786581,0.1156303,0.003097577,0.002534984],"study_design_scores_gemma":[0.00008095821,0.00005241856,0.00001930659,0.0005192598,0.00002462404,0.000006771399,0.0007046798,0.9809771,0.0006645562,0.0005288164,0.01623901,0.000182484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005587201,0.001854297,0.9880309,0.00004492031,0.002817471,0.0005954458,0.00001260102,0.0003430134,0.0007141386],"genre_scores_gemma":[0.9626468,0.00004307132,0.0355761,0.000006525448,0.000137486,0.0008373178,0.00003653634,0.00006756323,0.0006485743],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9570596,"threshold_uncertainty_score":0.4496876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00580805362493818,"score_gpt":0.2554004285629509,"score_spread":0.2495923749380127,"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."}}