{"id":"W2035820185","doi":"10.1109/ecce.2013.6647227","title":"A comparative study of three-level DC-DC converters","year":2013,"lang":"en","type":"article","venue":"","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Converters; Voltage; Electronic engineering; Charge pump; Electrical engineering; Topology (electrical circuits); Computer science; Low voltage; Engineering; Capacitor","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":[],"category_scores_codex":[0.00003851374,0.0001861687,0.0003417905,0.00007855798,0.00002797834,0.00002564484,0.0002031968,0.00004749435,0.001411085],"category_scores_gemma":[0.000001782332,0.0001560043,0.0000552146,0.0001114033,0.00004386422,0.0001854362,0.00003332683,0.0001003309,0.0003688316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000284553,"about_ca_system_score_gemma":0.00000817144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184292,"about_ca_topic_score_gemma":0.0004194628,"domain_scores_codex":[0.9991379,0.00001654116,0.0002855507,0.00016477,0.0001703446,0.0002248479],"domain_scores_gemma":[0.9995044,0.00003866601,0.00003153212,0.0002673949,0.00006608469,0.00009184906],"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":[0.000118319,0.003201477,0.1440834,0.0005887527,0.004703901,0.00003750852,0.09774116,0.007670964,0.07328814,0.00154362,0.238007,0.4290158],"study_design_scores_gemma":[0.001278724,0.0001665712,0.06557009,0.00001554044,0.00002703299,0.000001676475,0.007912379,0.9210109,0.003516139,0.00008981626,0.0001252109,0.0002859452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454067,0.00002410224,0.04439373,0.00002620108,0.0003079628,0.0006681239,0.00000613008,0.0001829766,0.008984024],"genre_scores_gemma":[0.9990567,0.000002228811,0.0003633162,0.0001015334,0.00001628615,0.00007520407,0.00000251703,0.00001914924,0.0003630757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9133399,"threshold_uncertainty_score":0.9995018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06141275940480386,"score_gpt":0.2484129027989423,"score_spread":0.1870001433941385,"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."}}