{"id":"W4220810506","doi":"10.1108/compel-03-2021-0094","title":"Correlating structural complexity and acoustic noise performance of electric motors","year":2022,"lang":"en","type":"article","venue":"COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Stator; Multiphysics; Sound pressure; Sound power; Electric motor; Acoustics; Noise (video); Computer science; Engineering; Sound (geography); Finite element method; Mechanical engineering; Physics; Structural engineering; 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":[0.0008220557,0.0003288532,0.000354601,0.0005208672,0.000139022,0.0004770224,0.0002987618,0.0002706902,0.0006617299],"category_scores_gemma":[0.00463694,0.0002577163,0.0002035442,0.0003249531,0.0004767785,0.0005038765,0.0003224798,0.0002655924,0.0001409199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025897,"about_ca_system_score_gemma":0.0002513205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003823812,"about_ca_topic_score_gemma":0.0003582083,"domain_scores_codex":[0.9993906,0.0001238234,0.00003350167,0.0001198516,0.0002927327,0.0000394719],"domain_scores_gemma":[0.9967063,0.002143139,0.0005503914,0.0002002032,0.0003508606,0.00004914245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003509154,0.0001530373,0.04371802,0.0001329504,0.00006546307,0.0001934102,0.0001420741,0.834583,0.06562819,0.00178689,0.0001813768,0.0530646],"study_design_scores_gemma":[0.000006652939,0.0005141424,0.04447863,0.00001063747,0.00003073458,0.0001170429,0.00005868632,0.926667,0.02656161,0.001164052,0.0003599254,0.00003092233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335385,0.00008940345,0.06504805,0.00002929669,0.000006149607,0.00001619516,0.00004374772,0.0001008813,0.001127738],"genre_scores_gemma":[0.9971234,0.0000200636,0.002651968,0.000003223278,0.000001786716,0.000007009575,0.00003896235,0.00000896658,0.0001447155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008220557,"threshold_uncertainty_score":0.004347503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145751601454753,"score_gpt":0.2325665539866188,"score_spread":0.2211090379720713,"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."}}