{"id":"W4394891236","doi":"10.3390/en17081913","title":"Influence of Electric Motor Manufacturing Tolerances on End-of-Line Testing: A Review","year":2024,"lang":"en","type":"review","venue":"Energies","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Magna International (Canada); University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Automotive engineering; Stator; Electric motor; Traction motor; Engineering; Torque; Parametric statistics; Mechanical 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001890752,0.0004304129,0.001876692,0.0005012767,0.00001808335,0.00001455598,0.0003587706,0.0001312783,0.00001886741],"category_scores_gemma":[0.0001201265,0.0003185765,0.0004952078,0.001165608,0.00002383349,0.00004867832,0.00002797638,0.0003583843,0.00002384575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006459258,"about_ca_system_score_gemma":0.00008753606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002160609,"about_ca_topic_score_gemma":9.119035e-7,"domain_scores_codex":[0.9982921,0.00005431565,0.0008475769,0.0002774636,0.00027807,0.0002504848],"domain_scores_gemma":[0.9989856,0.0003398328,0.0002261857,0.0003627761,0.00004141292,0.00004414053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.58002e-7,0.000008634344,1.976911e-7,0.1317628,0.0002638037,0.000009480477,0.000005494549,0.01197153,0.00008408856,0.00004940875,0.0002640871,0.8555799],"study_design_scores_gemma":[0.00004461073,0.0001401062,0.000002143611,0.1878558,0.002671444,0.0000161677,4.663261e-7,0.001341144,0.00296815,0.00004881339,0.8043841,0.000527089],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008002309,0.9980499,0.00001251684,0.000003048972,0.00006785116,0.0002325719,0.00001741076,0.0001827112,0.0006337251],"genre_scores_gemma":[0.0005995732,0.998385,0.0004087246,0.00001138099,0.0001129192,0.00008608525,0.00001158115,0.00006496836,0.0003198003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8550528,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0338450755192678,"score_gpt":0.2866441950817595,"score_spread":0.2527991195624917,"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."}}