{"id":"W1990670677","doi":"10.1109/tia.2013.2268454","title":"Influence of the Variation of the Input Parameters on the Simulation Results of a Large Hydrogenerator","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Air gap (plumbing); Stator; Current density; Magnetic circuit; Magnetic flux; Finite element method; Excitation; Magnetic core; Mechanics; Magnetic field; Line (geometry); Current (fluid); Eddy current; Physics; Engineering; Electrical engineering; Electromagnetic coil; Structural engineering; Materials science; Mathematics; Geometry","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":[0.0001458064,0.00009498378,0.0001108256,0.00006751266,0.0001385122,0.000007705033,0.0002739788,0.0001555538,0.00002017126],"category_scores_gemma":[0.00001913202,0.00005655695,0.0001130771,0.001012599,0.0000596625,0.00005936868,0.000001308827,0.0003675703,0.000006025083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003759598,"about_ca_system_score_gemma":0.00003168181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008208791,"about_ca_topic_score_gemma":0.00001025609,"domain_scores_codex":[0.9991423,0.00007527951,0.0003613749,0.0001108864,0.0002081349,0.0001020622],"domain_scores_gemma":[0.998797,0.0003140511,0.0001617411,0.0005958467,0.0001080196,0.0000233525],"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":[0.000003469961,0.00007487165,0.00003327902,0.000008883705,0.00005527805,4.086582e-9,0.0001390315,0.9556836,0.0423698,0.0002435303,0.00004589578,0.001342311],"study_design_scores_gemma":[0.0003048371,0.00003204255,0.006227214,0.00005469073,0.0001293707,3.831551e-7,0.00003630824,0.505245,0.4872872,0.0003256758,0.0002500218,0.0001072243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8505716,0.000005309803,0.1481188,0.00036563,0.00002848157,0.0006405226,0.00009560891,0.00002490332,0.000149197],"genre_scores_gemma":[0.9994153,0.000005247241,0.0001098814,0.00006178227,0.00001194246,0.0003030199,0.000001187983,0.00001039933,0.00008117785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4504386,"threshold_uncertainty_score":0.2306325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254154138821561,"score_gpt":0.2220321399218882,"score_spread":0.2094905985336726,"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."}}