{"id":"W4294832582","doi":"10.3390/electronics11172779","title":"Conception and Experimental Validation of a Standalone Photovoltaic System Using the SUPC5 Multilevel Inverter","year":2022,"lang":"en","type":"article","venue":"Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Total harmonic distortion; Photovoltaic system; Capacitor; Pulse-width modulation; Electronic engineering; Voltage; Maximum power point tracking; MATLAB; Inverter; Waveform; Computer science; Control theory (sociology); Engineering; Electrical 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":[],"consensus_categories":[],"category_scores_codex":[0.0001197192,0.0001043984,0.0001261209,0.00004231358,0.0001437343,0.00001661259,0.00009248219,0.00002611648,0.00006971069],"category_scores_gemma":[0.000001485149,0.00009354349,0.00003492754,0.00007967979,0.00004317034,0.00008018634,0.00004246959,0.0001458551,8.188506e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003712023,"about_ca_system_score_gemma":0.00002947896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003240202,"about_ca_topic_score_gemma":0.000002645591,"domain_scores_codex":[0.9993014,0.00004755725,0.0001707641,0.0001148777,0.0001780195,0.0001873361],"domain_scores_gemma":[0.9997643,0.00001634841,0.00004292193,0.0001325856,0.00001796279,0.00002586863],"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":[0.00004787693,0.0000312455,0.0003332997,0.00009054809,0.00008811284,0.000002155385,0.004097353,0.01520197,0.9734349,0.0004163242,0.000466485,0.005789758],"study_design_scores_gemma":[0.0004148911,0.00005347476,0.00005556903,0.000008563427,0.0000146716,0.00001698971,0.001792785,0.7752337,0.2216235,0.000009911153,0.0006850219,0.00009099173],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838957,0.00239783,0.01309413,0.000006003053,0.0002103426,0.0002377897,0.00002389661,0.00006793656,0.00006639665],"genre_scores_gemma":[0.9997293,0.00002354452,0.00009689587,0.00003472527,0.00002201842,0.00004223019,0.00001235632,0.00002175038,0.0000171485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7600317,"threshold_uncertainty_score":0.3814593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618628915710643,"score_gpt":0.226073637352269,"score_spread":0.2098873481951626,"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."}}