{"id":"W1576651827","doi":"10.1109/apec.2015.7104833","title":"A simple approach to current THD prediction for small-scale grid-connected inverters","year":2015,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Total harmonic distortion; Inverter; Harmonics; Computer science; Electronic engineering; Interconnection; Ripple; Grid; Power electronics; Control theory (sociology); Electrical engineering; Topology (electrical circuits); Engineering; Voltage; Telecommunications; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420571,0.0008409391,0.0005281284,0.0005816295,0.0002739916,0.0004521223,0.0007992797,0.0003895522,0.001975289],"category_scores_gemma":[0.000701648,0.0002283411,0.0005272736,0.0004863926,0.0002005095,0.0004914362,0.0002435496,0.0005974951,0.0007396699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293341,"about_ca_system_score_gemma":0.0002706492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445927,"about_ca_topic_score_gemma":0.003520868,"domain_scores_codex":[0.9998659,0.00001804275,0.000007027561,0.00003255048,0.0000687892,0.000007659005],"domain_scores_gemma":[0.9998454,0.00004364165,0.0000192886,0.00003271237,0.00005456991,0.000004348629],"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":[0.00006916144,0.0000649667,0.001945209,0.0003533135,0.00004300815,0.0002155206,0.0001420401,0.7818812,0.04009231,0.006285884,0.002243314,0.1666641],"study_design_scores_gemma":[0.00000463355,0.00003979338,0.0008483419,0.0000105076,0.000008896522,0.0000543589,0.00001090135,0.9904749,0.004378993,0.001880361,0.002277003,0.00001138104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01336285,0.0002110925,0.9813288,0.00004211703,0.00004206625,0.0000670744,0.0001482405,0.0009934612,0.003804266],"genre_scores_gemma":[0.7487525,0.0006188664,0.2435486,0.00005115054,0.00005538985,0.0001950882,0.0005000702,0.0002275436,0.006050698],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003445927,"threshold_uncertainty_score":0.006851733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663542663612294,"score_gpt":0.2088614566584976,"score_spread":0.1822260300223746,"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."}}