{"id":"W2546753844","doi":"10.1109/tie.2016.2624722","title":"A Fault-Diagnosis and Fault-Tolerant Control Scheme for Flying Capacitor Multilevel Inverters","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Robustness (evolution); Capacitor; Converters; Fault tolerance; Inverter; Engineering; Voltage; Reliability (semiconductor); Fault (geology); Control theory (sociology); Sequence (biology); Electronic engineering; Computer science; Power (physics); Control (management); Electrical engineering; Reliability 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001592371,0.000394938,0.00041685,0.000198433,0.0002738647,0.00006562583,0.0001950472,0.0004072953,0.00007309578],"category_scores_gemma":[0.00001953441,0.0003285714,0.0001985745,0.0001334495,0.0000911252,0.0002740307,0.000001023205,0.000464005,0.00002082671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003836679,"about_ca_system_score_gemma":0.0001027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005385898,"about_ca_topic_score_gemma":0.0000717951,"domain_scores_codex":[0.9981463,0.00004216523,0.0004299782,0.0004117047,0.000219082,0.000750783],"domain_scores_gemma":[0.9989644,0.000398071,0.00006070907,0.0002793965,0.000068054,0.0002293909],"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":[0.0002782873,0.00007241093,0.00003083107,0.00003151128,0.0003427682,0.000002094386,0.0002236492,0.001784281,0.02019673,0.0000567727,0.002073524,0.9749072],"study_design_scores_gemma":[0.009684852,0.0003415995,0.000009546505,0.0001763363,0.0001381703,0.000009917292,0.0000808927,0.9265222,0.05039397,0.00007455425,0.01196192,0.000606047],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03601403,0.0001355512,0.9600738,0.000472489,0.001654447,0.0009610144,0.0003572177,0.0003082519,0.00002317366],"genre_scores_gemma":[0.9977412,0.0002699105,0.0003767132,0.0002856435,0.0002340241,0.0008421711,0.000003012906,0.00008983793,0.0001574477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9743011,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851137271251968,"score_gpt":0.2339912876083704,"score_spread":0.1954799148958507,"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."}}