{"id":"W3040491283","doi":"10.1109/jestpe.2020.3007556","title":"A Novel Transformerless Single-Stage Grid-Connected Solar Inverter","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Power Electronics","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inverter; Photovoltaic system; Inductor; Grid-tie inverter; Flyback transformer; Solar micro-inverter; Control theory (sociology); Maximum power point tracking; Electronic engineering; Voltage; Computer science; Engineering; Electrical engineering; Transformer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005600266,0.0002362245,0.0004930837,0.000177291,0.0002226222,0.0004887194,0.001057513,0.0003798659,0.004057181],"category_scores_gemma":[0.00007328551,0.0001849952,0.000344499,0.0003930707,0.0001075373,0.0005457935,0.0002312051,0.0003342031,0.0007826433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305938,"about_ca_system_score_gemma":0.0002023614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003456921,"about_ca_topic_score_gemma":0.0009238586,"domain_scores_codex":[0.999859,0.00001024711,0.000008739778,0.00003335869,0.00007807766,0.00001057796],"domain_scores_gemma":[0.9999582,0.000005471576,0.00000791972,0.000006247174,0.0000183284,0.000003954665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000299938,0.000217069,0.001123701,0.001070973,0.0001161986,0.0005595468,0.0001274087,0.03314857,0.5474052,0.01237638,0.004311427,0.3992436],"study_design_scores_gemma":[0.0001571944,0.001264606,0.003457487,0.00006413922,0.0001648023,0.001719028,0.0000512476,0.7923742,0.1622922,0.005181707,0.03321834,0.00005506272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06884625,0.0008942835,0.9038348,0.0001440906,0.0002085759,0.000155837,0.0003481867,0.001938323,0.02362973],"genre_scores_gemma":[0.9083587,0.000604587,0.07899307,0.0001140596,0.00006123286,0.00009482131,0.0003062271,0.00005130606,0.01141604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004057181,"threshold_uncertainty_score":0.01357257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205689737730652,"score_gpt":0.2431909403489219,"score_spread":0.2226219665758568,"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."}}