{"id":"W4386631079","doi":"10.1109/peds57185.2023.10246539","title":"A Novel Multilevel Inverter Structure for Renewable Energy Applications","year":2023,"lang":"en","type":"article","venue":"","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Converters; Inverter; Electronic engineering; Capacitor; Grid-tie inverter; Power (physics); Voltage; Power electronics; Electrical engineering; Computer science; Renewable energy; Engineering; Topology (electrical circuits); Maximum power point tracking; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000027459,0.0001515441,0.0001358313,0.0001118857,0.00006970447,0.00003169636,0.0001729088,0.00009572024,0.0001669922],"category_scores_gemma":[0.00000360488,0.0001404089,0.00006954348,0.0001962125,0.00001813227,0.00008904083,0.0000257938,0.00004513106,0.00004359175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003231124,"about_ca_system_score_gemma":0.00001286719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003032355,"about_ca_topic_score_gemma":0.0003515153,"domain_scores_codex":[0.9992546,0.00000232835,0.0001619647,0.0001975593,0.00008712922,0.0002964585],"domain_scores_gemma":[0.9995722,0.00004363548,0.00001372912,0.0002487193,0.00003530863,0.00008643851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000111514,0.00002863019,0.0001325152,0.0001889354,0.000168571,0.000001085796,0.000339253,0.03535166,0.1886886,0.004426442,0.4487486,0.3219146],"study_design_scores_gemma":[0.0003993269,0.000005378514,0.0002020011,0.000005255485,0.000008735129,0.000001783261,0.00004825333,0.8734621,0.007460937,0.001296653,0.116928,0.0001815824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004687012,0.00001801891,0.9956806,0.00007417373,0.0002655799,0.0002427755,0.0001745081,0.0008175723,0.002258027],"genre_scores_gemma":[0.9785771,0.00002376437,0.0092029,0.0009416137,0.0001921783,0.0007378816,0.0002297842,0.00008405397,0.01001071],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9864777,"threshold_uncertainty_score":0.5725707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057597600886367,"score_gpt":0.2210263183044461,"score_spread":0.2004503422955825,"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."}}