{"id":"W1516921425","doi":"10.1109/pes.2011.6039492","title":"Determining the harmonic impacts of multiple harmonic-producing loads","year":2011,"lang":"en","type":"article","venue":"","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Harmonic; Harmonic analysis; Power quality; Computer science; Electronic engineering; Task (project management); Power (physics); Quality (philosophy); Voltage; Electric power system; Index (typography); Engineering; Electrical engineering; Acoustics; 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":[0.0003965042,0.0001613347,0.0001939571,0.00005562274,0.0000718786,0.00002057692,0.000322183,0.00007038242,0.0002199504],"category_scores_gemma":[0.0001101907,0.000118193,0.00009492053,0.0001465076,0.00005885225,0.0001889762,0.00006558833,0.0002129361,0.00006730076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003697463,"about_ca_system_score_gemma":0.00002616669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001348833,"about_ca_topic_score_gemma":0.00009418944,"domain_scores_codex":[0.9989818,0.00003057135,0.0003291884,0.0001626856,0.0001464368,0.0003492757],"domain_scores_gemma":[0.9992421,0.0001092518,0.00005253,0.0004688988,0.00004647833,0.00008072783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002647128,0.001012012,0.3065926,0.002054861,0.001693071,0.00006167579,0.1649295,0.0026106,0.3621036,0.007850988,0.02428575,0.1265407],"study_design_scores_gemma":[0.0008853785,0.00009399983,0.1995716,0.00007580722,0.00006397212,0.00000812638,0.0005747552,0.02142991,0.7739477,0.0003742891,0.00251781,0.0004567167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878903,0.0004148635,0.002251189,0.00003808301,0.000338242,0.0001479992,0.000007580157,0.0002536684,0.008658073],"genre_scores_gemma":[0.9978886,0.00009673062,0.001755708,0.00009065468,0.00004211973,0.000007325276,0.000002468005,0.00003314391,0.00008323939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4118441,"threshold_uncertainty_score":0.4819772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06838717112984928,"score_gpt":0.2456707532790422,"score_spread":0.1772835821491929,"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."}}