{"id":"W4386631515","doi":"10.1109/peds57185.2023.10246569","title":"Investigation of a Transformer Connected Power Amplifier for Grid Emulation","year":2023,"lang":"en","type":"article","venue":"","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Opal-Rt Technologies (Canada); Concordia University","funders":"","keywords":"Electrical engineering; Direct-coupled amplifier; Amplifier; Electronic engineering; Computer science; RF power amplifier; Operational amplifier; Engineering","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":[0.0002749872,0.0003024043,0.0002872263,0.0002658868,0.0002385319,0.0006957799,0.0008039281,0.0004564851,0.001746058],"category_scores_gemma":[0.0009025735,0.0001720498,0.0002972177,0.000237784,0.0003701637,0.0005826428,0.0002386559,0.0003013751,0.0005333369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365422,"about_ca_system_score_gemma":0.0002425113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004911424,"about_ca_topic_score_gemma":0.0005947077,"domain_scores_codex":[0.9995413,0.0001119859,0.00002063146,0.00007770667,0.0002104752,0.0000380306],"domain_scores_gemma":[0.9995291,0.0001414787,0.00007374549,0.00006102707,0.0001747062,0.0000199217],"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":[0.0007430493,0.0001310375,0.004638678,0.0004387324,0.0001191647,0.0008380118,0.0006281508,0.03419803,0.8923139,0.005921985,0.0007461258,0.05928317],"study_design_scores_gemma":[0.0000395647,0.001727244,0.00399265,0.00006214675,0.0001803636,0.001391535,0.0002900895,0.3012043,0.6797981,0.001131856,0.01015555,0.00002659884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.624767,0.000792174,0.3601695,0.0002817097,0.0001179698,0.0002482106,0.0001184086,0.001190645,0.01231435],"genre_scores_gemma":[0.9891204,0.0001545648,0.008864641,0.00002850802,0.000006994043,0.00001775253,0.00002137677,0.0000225901,0.001763307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001746058,"threshold_uncertainty_score":0.005841136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687623151330268,"score_gpt":0.2396962499889309,"score_spread":0.2028200184756282,"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."}}