{"id":"W4385962731","doi":"10.1109/tie.2023.3302167","title":"IEEE Industrial Electronics Society Information","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oak Ridge National Laboratory; Université de Franche-Comté; Southeast University; Universidade de Vigo; Beijing Institute of Technology; Universidade de Macau; Chongqing University; Qatar University; Texas Tech University; Khalifa University of Science, Technology and Research; Indian Institute of Technology Madras; Harbin Institute of Technology; Euskal Herriko Unibertsitatea; Sun Yat-sen University; Chalmers Tekniska Högskola; Beihang University; Northwestern University; York University; Università di Bologna; Hamad Bin Khalifa University; University of Wollongong; Zhejiang University; Swansea University; University of Technology Sydney; University of Sheffield; Indian Institute of Science; Mississippi State University; Jilin University; Hydro-Québec; Purdue University","keywords":"Electronics; Computer science; Manufacturing engineering; Engineering; Electrical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005263597,0.0004650041,0.0004610424,0.0003456805,0.000336898,0.0001334017,0.000360401,0.0009348567,0.00005512401],"category_scores_gemma":[0.00002254519,0.0005257363,0.000353244,0.001762175,0.00005006959,0.0009020905,0.000001490332,0.002363259,0.0006073744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424824,"about_ca_system_score_gemma":0.0005106797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001742601,"about_ca_topic_score_gemma":0.00003686408,"domain_scores_codex":[0.9969739,0.00009487662,0.0007782051,0.0003068568,0.0005813052,0.001264898],"domain_scores_gemma":[0.9988605,0.0002435949,0.0001302409,0.0004813877,0.00009319844,0.0001910428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001671743,0.00003709682,0.000001570815,0.00001821747,0.0003480942,0.000002393435,0.0002250843,0.848322,0.005640095,0.0002478346,0.02425309,0.1207374],"study_design_scores_gemma":[0.01089519,0.001173449,0.000002517634,0.0001107097,0.0002868867,0.00003886488,0.0003017394,0.4149061,0.1260611,0.0007001768,0.4438936,0.001629806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03657779,0.0002678766,0.9461925,0.000365778,0.008459072,0.001974887,0.0001952002,0.004698684,0.001268226],"genre_scores_gemma":[0.9966242,0.0008189384,0.0001080764,0.0001232686,0.001135586,0.0003787096,0.00005638858,0.0001371602,0.000617692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9600464,"threshold_uncertainty_score":0.9999383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873759624621918,"score_gpt":0.2269117209087031,"score_spread":0.1981741246624839,"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."}}