{"id":"W2125780857","doi":"10.1109/iemdc.2011.5994856","title":"Resonant DC-link soft-switched DC-AC converters","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Converters; Capacitance; Voltage; Network topology; Link (geometry); Topology (electrical circuits); Component (thermodynamics); Control theory (sociology); Electrical engineering; Computer science; Electronic engineering; Physics; Engineering; Electrode","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007820761,0.0002574593,0.0002503911,0.00008912887,0.00004152745,0.0000159022,0.000265787,0.0001135733,0.001480153],"category_scores_gemma":[0.00002142898,0.0002404413,0.00008942065,0.0001505715,0.00006106616,0.0002509706,0.00005425031,0.0001984699,0.0009351458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008739113,"about_ca_system_score_gemma":0.00001771437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005792249,"about_ca_topic_score_gemma":0.00003388652,"domain_scores_codex":[0.9987932,0.00001232891,0.0002812771,0.0002744888,0.0001658496,0.00047285],"domain_scores_gemma":[0.9992529,0.0000406796,0.00002817896,0.0004620441,0.00003512735,0.0001810493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005792184,0.00003574308,0.001519945,0.00009174572,0.0001535994,0.00008564429,0.002545442,0.00005443718,0.0314118,0.002051666,0.004848713,0.9571434],"study_design_scores_gemma":[0.002988329,0.0002090322,0.01126587,0.0001058973,0.0000978216,0.00006320637,0.001377395,0.8138353,0.07303461,0.003183453,0.09165804,0.002181038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01392389,0.0002433902,0.9628357,0.0001674568,0.001174549,0.0002601958,0.000006357316,0.001691327,0.01969712],"genre_scores_gemma":[0.9880134,0.00005862034,0.009589459,0.0004618556,0.0000877083,0.00002720983,0.000006742699,0.00008700076,0.001668015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9740895,"threshold_uncertainty_score":0.9998428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113599411478443,"score_gpt":0.204757308732146,"score_spread":0.1836213146173615,"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."}}