{"id":"W4412986700","doi":"10.1109/itec63604.2025.11098000","title":"Numerical Multi-Phase Thermal Analysis to Determine End-Winding Heat Transfer Coefficient of an Interior Permanent Magnet Motor","year":2025,"lang":"en","type":"article","venue":"","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Magnet; Heat transfer coefficient; Electromagnetic coil; Materials science; Thermal; Heat transfer; Phase (matter); Mechanics; Mechanical engineering; Electrical engineering; Physics; Engineering; Thermodynamics","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":[0.0001349247,0.0002090074,0.0004638232,0.0007690893,0.0000415496,0.00003269506,0.0002232391,0.000064007,0.0008822025],"category_scores_gemma":[0.00000938972,0.0001821137,0.0002948073,0.001469095,0.00001855764,0.0000631881,0.00001654507,0.0001044246,0.000009770998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008108832,"about_ca_system_score_gemma":0.00001691154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001461795,"about_ca_topic_score_gemma":0.00003937671,"domain_scores_codex":[0.9987753,0.00004738969,0.0004199549,0.0002730156,0.0001769544,0.0003073972],"domain_scores_gemma":[0.9994476,0.00004274836,0.000006575117,0.0002985438,0.00004011342,0.0001643555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009021837,0.0004149566,0.0005870103,0.00006775841,0.00119144,0.00002523708,0.0006719796,0.07029064,0.8547294,0.00003306286,0.00005390633,0.07184442],"study_design_scores_gemma":[0.0006355534,0.0002225764,0.001717303,0.00001228614,0.0005890927,0.000001127926,0.00004078856,0.8974153,0.09904473,3.080894e-7,0.0001396977,0.0001812295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6188802,0.0000630568,0.3803267,0.00002511025,0.00004065743,0.0001440073,0.00001485994,0.00009670403,0.0004087462],"genre_scores_gemma":[0.9950722,0.000007204671,0.004151125,0.0001082413,0.00002196353,0.00002946024,0.00002243843,0.00001898,0.0005683365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8271247,"threshold_uncertainty_score":0.9659499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199977815930442,"score_gpt":0.260796044773902,"score_spread":0.2487962666145976,"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."}}