{"id":"W3013819674","doi":"10.18618/rep.2020.1.0064","title":"Fonte Ininterrupta de Energia de Dupla Conversão Bidirecional para Integração de Painéis Fotovoltaicos e Rastreamento do Ponto de Máxima Potência","year":2020,"lang":"pt","type":"article","venue":"Eletrônica de Potência","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Physics; Humanities; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003575886,0.001767231,0.001967675,0.0006886766,0.0005281218,0.0006375586,0.002669113,0.001816302,0.003033189],"category_scores_gemma":[0.004142172,0.002038226,0.001183101,0.001523993,0.0004005335,0.0005964325,0.0008713278,0.001897527,0.000424204],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007278335,"about_ca_system_score_gemma":0.004188713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182823,"about_ca_topic_score_gemma":0.002486649,"domain_scores_codex":[0.9877653,0.002609037,0.002361796,0.002039694,0.001363721,0.003860505],"domain_scores_gemma":[0.992428,0.001189203,0.001250378,0.001668114,0.0006295643,0.002834731],"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":[0.00362763,0.001775432,0.1661019,0.0009124404,0.002817654,0.002495781,0.03437375,0.006050496,0.385262,0.007914202,0.3755903,0.0130785],"study_design_scores_gemma":[0.009242484,0.002310167,0.01733897,0.00253129,0.00129683,0.001533104,0.009371702,0.3287655,0.3421443,0.002387944,0.2777173,0.005360347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4678661,0.005825128,0.4949699,0.008285115,0.001043477,0.003380922,0.001159914,0.004371984,0.01309742],"genre_scores_gemma":[0.9521581,0.001134442,0.02770367,0.01310378,0.001052477,0.0008404985,0.000256007,0.0005308122,0.003220233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.484292,"threshold_uncertainty_score":0.9995073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03396324307449452,"score_gpt":0.2820934605797011,"score_spread":0.2481302175052066,"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."}}