{"id":"W2613349395","doi":"10.24084/repqj09.282","title":"Comparative Study of NPC and Cascaded Converters Topologies","year":2017,"lang":"en","type":"article","venue":"Renewable Energy and Power Quality Journal","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Network topology; Converters; Topology (electrical circuits); Computer science; Electronic engineering; Engineering; Electrical engineering; Computer network; Voltage","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":[0.0002527697,0.0001452877,0.0003669762,0.00005489648,0.0003237634,0.0001290653,0.000173775,0.00006888929,0.0000523186],"category_scores_gemma":[0.00001568023,0.0001218582,0.0000379081,0.00001907269,0.0001628064,0.0002429426,0.00005598097,0.0001108464,3.28684e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001612627,"about_ca_system_score_gemma":0.00001420907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00270427,"about_ca_topic_score_gemma":0.0009762145,"domain_scores_codex":[0.9991749,0.00009122166,0.0003013741,0.0001251883,0.000129768,0.0001775599],"domain_scores_gemma":[0.9994051,0.00006549115,0.0001451724,0.0002260266,0.00004281729,0.0001153394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001890343,0.00206112,0.3650576,0.0009116199,0.008952249,0.0005257457,0.2344845,0.03591728,0.04926759,0.00947381,0.06332922,0.228129],"study_design_scores_gemma":[0.02022036,0.002795903,0.522463,0.0005206997,0.0004311265,0.0007576532,0.169139,0.1953,0.05404287,0.00986855,0.02135945,0.003101375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906294,0.0006588473,0.004927675,0.00006799469,0.0005217369,0.00004667415,0.000005338598,0.00002555678,0.003116769],"genre_scores_gemma":[0.9991654,0.0003931615,0.00007206489,0.00004917361,0.00003263068,0.000002346298,5.989916e-7,0.00000789457,0.0002767729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2250276,"threshold_uncertainty_score":0.4969233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05359120890324324,"score_gpt":0.3056478234649998,"score_spread":0.2520566145617565,"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."}}