{"id":"W4285308740","doi":"10.1109/access.2022.3182240","title":"A New Six-Level Transformer-Less Grid-Connected Solar Photovoltaic Inverter With Less Leakage Current","year":2022,"lang":"en","type":"article","venue":"IEEE Access","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Photovoltaic system; Total harmonic distortion; Inverter; Transformer; Maximum power point tracking; Grid-tie inverter; Computer science; Grid-connected photovoltaic power system; Electrical engineering; Electronic engineering; Grid; Voltage; AC power; Engineering; Mathematics","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":[0.0001126456,0.0004510732,0.000437857,0.0002350593,0.000268661,0.0001963917,0.0009970871,0.00007851887,0.0007263767],"category_scores_gemma":[0.000002735951,0.0004234604,0.0001451177,0.0005396528,0.0000470318,0.0006828123,0.00006727607,0.0006612156,0.00003469894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099333,"about_ca_system_score_gemma":0.0001382519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148928,"about_ca_topic_score_gemma":0.001249633,"domain_scores_codex":[0.9978671,0.00005439539,0.0003907642,0.0004859114,0.0005303062,0.0006715212],"domain_scores_gemma":[0.9990939,0.00004486184,0.00006610627,0.0004658223,0.00005014341,0.0002791352],"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":[0.0003315452,0.0002541348,0.009622869,0.0006519313,0.00054085,0.0001709536,0.005240415,0.01769555,0.03082206,0.00004845772,0.09891408,0.8357071],"study_design_scores_gemma":[0.007915737,0.0003011292,0.01335677,0.0002606233,0.0002935754,0.0001317029,0.002021163,0.8099328,0.09958426,0.0002114641,0.06308483,0.002905996],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7109411,0.0004861208,0.2808062,0.0001177019,0.004877927,0.000871849,0.000305419,0.0007202873,0.0008734298],"genre_scores_gemma":[0.9983802,0.00006542174,0.0001245945,0.0005056759,0.0002550337,0.0002567794,0.00006728074,0.0001247085,0.0002202708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8328012,"threshold_uncertainty_score":0.9998217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532608432501485,"score_gpt":0.2514012120222451,"score_spread":0.1960751276972303,"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."}}