{"id":"W2146191896","doi":"10.1109/tdei.2010.5595539","title":"Analysis of thermal stresses in medium-voltage motor coils under repetitive fast pulse and high-frequency voltages","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Impulse (physics); Voltage; Square wave; Amplitude; Materials science; Acoustics; Thermal; Pulse (music); Waveform; Mechanics; Electrical engineering; Physics; Optics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003792606,0.000255705,0.0004690912,0.001309318,0.0002006856,0.00008596734,0.00013793,0.0002382405,0.0002539523],"category_scores_gemma":[0.00008164738,0.0002358729,0.00008730682,0.002827286,0.0001347456,0.0003223959,0.000003267569,0.0004638491,0.000004316751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007472057,"about_ca_system_score_gemma":0.0001015019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006527043,"about_ca_topic_score_gemma":0.000444778,"domain_scores_codex":[0.9979686,0.00009624656,0.0005917879,0.0005289099,0.0004026763,0.0004117495],"domain_scores_gemma":[0.9986075,0.0005750136,0.0002094991,0.0002545065,0.0001876742,0.0001658236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001533865,0.0003552163,0.002432638,0.00001511675,0.0001003287,0.000004442133,0.0002400645,0.002557595,0.9706271,0.003188329,0.000001115364,0.02032465],"study_design_scores_gemma":[0.001519123,0.0006910986,0.5732715,0.00002426785,0.0005868729,0.000005763055,0.00004622088,0.08567061,0.3349212,0.002672649,0.00001894827,0.0005717548],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922071,0.0001654556,0.07688826,0.00007971873,0.0001584786,0.000268085,0.00006584443,0.00005875089,0.0002443868],"genre_scores_gemma":[0.9991111,0.0003187798,0.0002739669,0.0001009346,0.00003820812,0.00003918208,0.00001625643,0.00002037787,0.00008116687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6357059,"threshold_uncertainty_score":0.9618618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027264951805235,"score_gpt":0.2423678706196066,"score_spread":0.2320952211015543,"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."}}