{"id":"W4403279672","doi":"10.1109/icem60801.2024.10700218","title":"Impact of Model Fidelity on Control and Performance Analysis of Interior Permanent Magnet Synchronous Machines","year":2024,"lang":"en","type":"article","venue":"","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Magnet; Computer science; Fidelity; Permanent magnet synchronous generator; Control theory (sociology); Control (management); Engineering; Electrical engineering; Telecommunications; Artificial intelligence","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":[0.0001005083,0.0001141724,0.0003363768,0.0003745616,0.000009819531,0.00001428218,0.00005999065,0.00003289262,0.0001754552],"category_scores_gemma":[0.000004654425,0.00008128719,0.0002253378,0.000445771,0.00001817994,0.00005576944,0.000007168293,0.00006989654,0.000001889885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004638166,"about_ca_system_score_gemma":0.00001341665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001514034,"about_ca_topic_score_gemma":0.00002069708,"domain_scores_codex":[0.9994183,0.00001087074,0.0002408343,0.0001199621,0.0000985635,0.0001114453],"domain_scores_gemma":[0.9997314,0.00004302447,0.00001912594,0.0001409932,0.00002520273,0.00004027593],"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":[0.0000652364,0.00003244806,0.02448652,0.0004372734,0.005329246,0.000003637806,0.0003020509,0.8200937,0.04849874,0.0001149505,0.0003429568,0.1002933],"study_design_scores_gemma":[0.00009873006,0.0001617109,0.03391229,0.00002000246,0.000748439,8.811739e-7,0.000001651229,0.9646131,0.0003583786,0.000008598184,0.000001214424,0.00007496667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972365,0.0008886775,0.02567439,0.000007404275,0.00001212239,0.0000541707,0.0000375465,0.0000606894,0.0008999552],"genre_scores_gemma":[0.9993318,0.0002607649,0.0002377196,0.000006950683,0.000008895936,0.000003931341,0.00000719214,0.000009485614,0.0001332261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1445194,"threshold_uncertainty_score":0.3314795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006476092191481671,"score_gpt":0.236656128629731,"score_spread":0.2301800364382493,"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."}}