{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002134242,0.0005520865,0.000622671,0.0003116998,0.0003136221,0.001037207,0.0005437953,0.0005870126,0.001600725],"category_scores_gemma":[0.009911035,0.0002750553,0.0004661955,0.0001765969,0.0004272788,0.001005416,0.0005214558,0.0009202132,0.0002325637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606937,"about_ca_system_score_gemma":0.0005849893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328267,"about_ca_topic_score_gemma":0.001941596,"domain_scores_codex":[0.9989502,0.0003654209,0.00008152562,0.00009975086,0.0004354156,0.00006772784],"domain_scores_gemma":[0.9945398,0.003574449,0.0003985605,0.0008622086,0.0005903007,0.0000346019],"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":[0.000157904,0.00006267254,0.001470435,0.0001709967,0.00002920526,0.00009067255,0.00008251154,0.96896,0.00541866,0.004164763,0.0001417169,0.01925043],"study_design_scores_gemma":[0.000006450583,0.00006991236,0.0004082059,0.00001479595,0.0000078408,0.00002192628,0.00001359175,0.9950624,0.003422011,0.0006424255,0.0003254085,0.000004970942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.277171,0.0007358111,0.7096668,0.0004329867,0.00007983685,0.0001055536,0.0002225075,0.001157833,0.01042766],"genre_scores_gemma":[0.9824514,0.000119953,0.01672038,0.0000197598,0.000009695816,0.00002884891,0.00007305407,0.0000566108,0.0005202733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003328267,"threshold_uncertainty_score":0.01128709,"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."}}