{"id":"W2113670899","doi":"10.1109/pess.2002.1043552","title":"Parameters affecting harmonic propagation and distortion levels in nonlinear distribution systems","year":2003,"lang":"en","type":"article","venue":"","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Total harmonic distortion; Emtp; Distortion (music); Nonlinear system; Attenuation; Electrical impedance; Nonlinear distortion; Control theory (sociology); Transient (computer programming); Harmonic analysis; Harmonic; Voltage; Electronic engineering; Acoustics; Engineering; Electric power system; Physics; Computer science; Electrical engineering; Optics; Power (physics)","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":[0.0003593926,0.00008248182,0.0001011628,0.00003268068,0.00003569843,0.00004190735,0.00002295051,0.00006018686,0.000003786636],"category_scores_gemma":[0.00006726458,0.00008293897,0.00001594692,0.0001173334,0.00001325281,0.0001617751,0.000004352832,0.0001084242,0.000007192651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534525,"about_ca_system_score_gemma":0.000008829622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003399124,"about_ca_topic_score_gemma":0.00002787931,"domain_scores_codex":[0.9994218,0.00005454115,0.0001857341,0.0001096201,0.00007657603,0.0001517497],"domain_scores_gemma":[0.999817,0.00003628293,0.0000225462,0.00007533871,0.00001219042,0.00003662774],"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":[0.0001236515,0.0009862973,0.1101403,0.008307878,0.0005037759,0.00008159576,0.01378348,0.477511,0.1372519,0.1474557,0.002428446,0.1014259],"study_design_scores_gemma":[0.001491362,0.0001023804,0.05524448,0.0002623525,0.00004061056,0.00004407254,0.001126312,0.8577275,0.07751324,0.000547665,0.005067274,0.0008327203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935024,0.0003157204,0.1051916,0.00001329209,0.0002370601,0.0001888758,0.00001285077,0.000126947,0.0004112306],"genre_scores_gemma":[0.9994463,0.00003145706,0.0004270266,0.00000499011,0.000010032,0.00001286689,0.00002918448,0.000009501835,0.00002867807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3802165,"threshold_uncertainty_score":0.3382153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244045625422578,"score_gpt":0.2392673941389594,"score_spread":0.2068269378847336,"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."}}