{"id":"W4206302686","doi":"10.3390/en15020437","title":"Current Harmonic Aggregation Cases for Contemporary Loads","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Harmonics; Harmonic; Power (physics); Electronic engineering; Electrical engineering; Computer science; Inverter; Voltage; Electric power system; Limit (mathematics); Control theory (sociology); Engineering; Physics; Mathematics; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496091,0.0004816164,0.0004726843,0.0009291645,0.0007093898,0.001646962,0.0005969935,0.0009627009,0.00472581],"category_scores_gemma":[0.002694279,0.0001175334,0.0004843929,0.001023642,0.0007783867,0.001534687,0.0008726029,0.0005378779,0.0006335812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006645417,"about_ca_system_score_gemma":0.000248174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206625,"about_ca_topic_score_gemma":0.001218718,"domain_scores_codex":[0.9993271,0.0001055544,0.00004237672,0.0001168555,0.0002697799,0.0001383264],"domain_scores_gemma":[0.9987412,0.0004897355,0.000201967,0.0002902614,0.0002300721,0.00004681826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001111057,0.0002941079,0.01734931,0.0005660931,0.0001370102,0.01107744,0.002776961,0.307911,0.03314596,0.4317392,0.01189288,0.181999],"study_design_scores_gemma":[0.00005900339,0.0001638994,0.01086131,0.0000543656,0.00007639621,0.003748287,0.0006573403,0.8742505,0.01072311,0.08324777,0.01610611,0.00005195192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5121835,0.001386337,0.3556971,0.0007199249,0.0002578574,0.0002269518,0.0003716149,0.00132571,0.127831],"genre_scores_gemma":[0.9865792,0.0001668929,0.009561929,0.00004222886,0.00009208354,0.00003182738,0.0001142127,0.00003408687,0.003377363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00472581,"threshold_uncertainty_score":0.01580942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985981813976315,"score_gpt":0.2221311839290665,"score_spread":0.2022713657893034,"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."}}