{"id":"W2356231319","doi":"10.5772/61604","title":"Simulation Methods for the Transient Analysis of Synchronous Alternators","year":2016,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transient (computer programming); Finite element method; Equivalent circuit; Three-phase; Electrical network; Renewable energy; Grid; Control engineering; Engineering; Generator (circuit theory); Permanent magnet synchronous generator; Control theory (sociology); Computer science; Mechanical engineering; Electronic engineering; Electrical engineering; Voltage; Control (management); Physics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003449245,0.000201042,0.0004032938,0.000302102,0.00003872643,0.00001296743,0.0001479014,0.0002504594,0.00005013462],"category_scores_gemma":[0.00001988524,0.0001309319,0.0004371411,0.00002327703,0.00003957245,0.00001627416,0.00001059751,0.0001413381,0.000004352242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116604,"about_ca_system_score_gemma":0.00001167693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001924609,"about_ca_topic_score_gemma":0.00002462547,"domain_scores_codex":[0.9991689,0.00001401479,0.000414979,0.0001679951,0.0001133069,0.0001208351],"domain_scores_gemma":[0.9989676,0.0004442259,0.0001264978,0.0003320556,0.0001018309,0.000027728],"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":[0.00002348073,0.000002532575,4.890465e-7,0.0001976181,0.004924031,7.135253e-7,0.0004313873,0.04262548,0.02084452,0.004939273,0.00001104849,0.9259994],"study_design_scores_gemma":[0.000312202,0.0001162782,0.000007671712,0.0004197733,0.003000541,0.000001849325,0.00001850123,0.4371529,0.03971228,0.004083267,0.5146989,0.0004758372],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00003611546,0.0004201952,0.9196202,0.000004515809,0.0005045269,0.0006497042,0.00005886141,0.0001142317,0.07859168],"genre_scores_gemma":[0.9428694,0.00002496446,0.002549106,0.000008809435,0.0002452758,0.0001690567,0.000007246216,0.0001038252,0.05402233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9428332,"threshold_uncertainty_score":0.5339248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469957904561032,"score_gpt":0.309290114764001,"score_spread":0.2845905357183907,"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."}}