{"id":"W4226255287","doi":"10.3390/app12073663","title":"Investigation of the Power Quality Concerns of Input Current in Single-Phase Frequency Step-Down Converter","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Converters; Transformer; Pulse-width modulation; Electromagnetic interference; EMI; Rectification; Capacitor; Voltage; Electronic engineering; Computer science; Control theory (sociology); Electrical engineering; Engineering; Control (management)","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":[0.0004243224,0.000253701,0.0004602201,0.0003527178,0.000204959,0.00104184,0.0003976187,0.0004057443,0.002006428],"category_scores_gemma":[0.00125188,0.0002019886,0.0002894808,0.0004334449,0.0003710869,0.00103753,0.0001261816,0.000504075,0.0002707756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006170201,"about_ca_system_score_gemma":0.0002717592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008211304,"about_ca_topic_score_gemma":0.0005744337,"domain_scores_codex":[0.9995401,0.00005458026,0.00001438611,0.000061613,0.0003019466,0.00002740607],"domain_scores_gemma":[0.9990152,0.0003827286,0.0001250133,0.00004799969,0.0004125453,0.00001643112],"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":[0.000796326,0.0004000598,0.01105858,0.003713723,0.0001423713,0.002469832,0.00122088,0.06322651,0.5304101,0.04021986,0.003977008,0.3423648],"study_design_scores_gemma":[0.00005848928,0.002025496,0.0206907,0.0003940485,0.0002431048,0.003353786,0.001078632,0.5725057,0.3468,0.01367189,0.03908889,0.0000892546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5445114,0.01797448,0.3747096,0.00124177,0.0002954456,0.000223229,0.0001507332,0.0006773174,0.06021593],"genre_scores_gemma":[0.980188,0.003512677,0.01129104,0.00006632016,0.00006198934,0.00001755065,0.00006175038,0.00003038415,0.004770239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002006428,"threshold_uncertainty_score":0.006712198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466916047718393,"score_gpt":0.288362378212357,"score_spread":0.2236932177351731,"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."}}