{"id":"W4416136644","doi":"10.1109/pesgm52009.2025.11225545","title":"Guideline for Verifying IEEE Harmonic Compliance","year":2025,"lang":"","type":"article","venue":"","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalsa Corporation","funders":"","keywords":"Total harmonic distortion; Harmonic; Flowchart; Interconnection; Electric power system; Distortion (music); Grid; Harmonic analysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006781439,0.0003762416,0.0005137736,0.0001383733,0.0002704834,0.0001485447,0.0004866807,0.0002591553,0.0004790634],"category_scores_gemma":[0.0001088864,0.000442701,0.0002854086,0.0004013338,0.00006641391,0.0001981361,0.00007854583,0.00037118,0.0002085296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469551,"about_ca_system_score_gemma":0.0001830336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004244522,"about_ca_topic_score_gemma":0.00003035112,"domain_scores_codex":[0.9974616,0.00003120459,0.001133777,0.0004618413,0.0001608636,0.0007507292],"domain_scores_gemma":[0.9987479,0.0002533939,0.00007717271,0.0005963786,0.0001972547,0.0001278835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000175665,0.00022265,0.00003975457,0.004466149,0.0008590822,0.000007394197,0.0005651144,0.02539647,0.01893803,0.1243817,0.7474371,0.07751099],"study_design_scores_gemma":[0.0009980208,0.00003192478,0.00003331111,0.0003149123,0.00009577324,9.795081e-7,0.00009849593,0.4028609,0.02103422,0.003285642,0.5708947,0.0003511763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001091985,0.008789725,0.9422266,0.005036894,0.005649016,0.0007131259,0.0001139873,0.0003866919,0.03599195],"genre_scores_gemma":[0.85513,0.002827897,0.1050463,0.00812147,0.0006077479,0.0001613553,0.00006454023,0.0001266465,0.02791405],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8540381,"threshold_uncertainty_score":0.9998025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099627674751387,"score_gpt":0.3583989591036735,"score_spread":0.2484361916285348,"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."}}