{"id":"W2178663953","doi":"10.1109/ecce.2012.6342369","title":"A three-level integrated AC-DC converter","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Flyback converter; Forward converter; Ćuk converter; Boost converter; Buck–boost converter; Charge pump; Buck converter; Computer science; Controller (irrigation); Electronic engineering; Integrating ADC; Control theory (sociology); Voltage; Topology (electrical circuits); Engineering; Electrical engineering; Capacitor; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005238651,0.0001671247,0.0001455333,0.00005840237,0.0000211369,0.00001380608,0.0001249453,0.00007332161,0.001444336],"category_scores_gemma":[0.00001285545,0.0001417539,0.00004628606,0.0001337665,0.00002674551,0.0003617954,0.00002818871,0.0001504349,0.001326448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007538381,"about_ca_system_score_gemma":0.000007644773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002807035,"about_ca_topic_score_gemma":0.00006606901,"domain_scores_codex":[0.9992494,0.000004956558,0.0001471324,0.0001041301,0.0000988144,0.0003955388],"domain_scores_gemma":[0.9995546,0.00003138175,0.00001112245,0.0002371635,0.00002530696,0.0001404122],"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":[0.00001224199,0.00004740344,0.01302483,0.00004824332,0.0001444525,0.000005770559,0.0006135197,0.00004180449,0.01976816,0.004196306,0.02108384,0.9410134],"study_design_scores_gemma":[0.001301989,0.00003797155,0.02780866,0.00004349776,0.00004457338,0.00004228121,0.0004238428,0.846633,0.016035,0.0007552924,0.1058121,0.00106175],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01233356,0.0001324499,0.9797991,0.00005506865,0.000781548,0.0001086871,0.000007564661,0.000685261,0.006096755],"genre_scores_gemma":[0.9897768,0.000009081907,0.008880565,0.0002737743,0.0000951821,0.00001754718,0.00001010867,0.00004534084,0.0008916159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9774432,"threshold_uncertainty_score":0.9994685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581856547444409,"score_gpt":0.2219682007915097,"score_spread":0.1961496353170656,"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."}}