{"id":"W4381248931","doi":"10.24084/repqj21.223","title":"An Equivalent Voltage Index to Quantify the Impact of Harmonics on Shunt Capacitors","year":2023,"lang":"en","type":"article","venue":"Renewable Energy and Power Quality Journal","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Harmonics; Capacitor; Harmonic; Voltage; Decoupling capacitor; Limit (mathematics); Equivalence (formal languages); Power quality; Fundamental frequency; Harmonic analysis; Shunt (medical); Electrical engineering; Electronic engineering; Computer science; Engineering; Mathematics; Physics; Acoustics","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":[0.001287251,0.0001948074,0.0002489619,0.0002046631,0.0001602461,0.0000817835,0.0002750547,0.0001019047,0.00004531692],"category_scores_gemma":[0.0001237238,0.0001364437,0.0001159019,0.0003799144,0.00006105581,0.0001395464,0.00004431031,0.0002535419,0.000002043859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306638,"about_ca_system_score_gemma":0.00005762231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313818,"about_ca_topic_score_gemma":0.0001111546,"domain_scores_codex":[0.9986757,0.0001668431,0.0003815643,0.0001530609,0.0002838662,0.000338957],"domain_scores_gemma":[0.9990353,0.0002261056,0.000102452,0.0003420927,0.00008264116,0.0002114017],"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":[0.0002969402,0.0001885091,0.05123481,0.000105137,0.0005261433,0.00006357882,0.003843395,0.6012486,0.2864076,0.02905732,0.02255622,0.004471801],"study_design_scores_gemma":[0.001531523,0.004019564,0.445929,0.0008630538,0.00007665318,0.0003836958,0.002061071,0.02549064,0.1247638,0.3892729,0.003627049,0.001981053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713649,0.000102157,0.0260537,0.00005225075,0.0003179722,0.00005204957,0.00002353219,0.0002646697,0.001768787],"genre_scores_gemma":[0.9980854,0.0001452057,0.001531947,0.00003481015,0.0001215271,0.00000479468,0.000003399296,0.00003516075,0.00003769035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5757579,"threshold_uncertainty_score":0.5564014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423240572845454,"score_gpt":0.3362660702922244,"score_spread":0.2920336645637699,"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."}}