{"id":"W2742104869","doi":"10.1155/2017/2383872","title":"Modeling and Modulation of NNPC Four-Level Inverter for Solar Photovoltaic Power Plant","year":2017,"lang":"en","type":"article","venue":"International Journal of Photoenergy","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Photovoltaic system; Inverter; Voltage; Power (physics); Computer science; Modulation (music); Common-mode signal; Capacitor; Electrical engineering; Electronic engineering; Engineering; Telecommunications; 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":[0.00014165,0.0001167383,0.0001995771,0.0001530621,0.00005206791,0.00007490653,0.0003613044,0.00006186721,0.00002938872],"category_scores_gemma":[0.00004155214,0.0001064101,0.000115316,0.000010528,0.0000319911,0.0003784324,0.00003826828,0.00008717581,5.596458e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000500261,"about_ca_system_score_gemma":0.00002429492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397331,"about_ca_topic_score_gemma":0.00004951605,"domain_scores_codex":[0.9991324,0.000007236356,0.000393716,0.00008770639,0.0002611291,0.0001178233],"domain_scores_gemma":[0.9992645,0.00002724246,0.000203676,0.0001324142,0.0003054766,0.00006671414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006436749,0.0001154038,0.00481447,0.0001178974,0.001703606,0.00008496204,0.001497678,0.2167305,0.6897414,0.001162352,0.00267908,0.08070899],"study_design_scores_gemma":[0.001010555,0.00004251197,0.002285164,0.0001030198,0.00001738836,0.00006397276,0.00003714255,0.9762948,0.01876587,0.0006841377,0.000586264,0.0001091774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6859859,0.00007275274,0.3118709,0.00007881795,0.00162576,0.00006721816,0.00008798717,0.000009992295,0.0002006919],"genre_scores_gemma":[0.9976824,0.0001001656,0.00191235,0.00009360703,0.0001448693,0.000004395811,0.000006397714,0.0000207563,0.00003505556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7595643,"threshold_uncertainty_score":0.4339277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297662473788867,"score_gpt":0.2502170094919631,"score_spread":0.2072403847540744,"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."}}