{"id":"W4407920618","doi":"10.18280/jesa.580117","title":"Performance Analysis of Solar PV-UPQC for Enhanced Power Quality","year":2025,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power quality; Photovoltaic system; Quality (philosophy); Power (physics); Environmental science; Computer science; Electrical engineering; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008132422,0.0004563322,0.0006200242,0.0002239939,0.0004382859,0.0005869542,0.0005292749,0.0005251372,0.003450787],"category_scores_gemma":[0.001001583,0.0001758518,0.0002960686,0.0003223563,0.0003322471,0.0004050977,0.0002734006,0.000410828,0.0003198415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008998411,"about_ca_system_score_gemma":0.0006423698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008350509,"about_ca_topic_score_gemma":0.005959201,"domain_scores_codex":[0.9994797,0.0001274976,0.00002026791,0.00007167469,0.0002369755,0.00006393393],"domain_scores_gemma":[0.9993129,0.0002838801,0.00009658275,0.00005038526,0.0002230114,0.00003323044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008545638,0.0002191982,0.002606969,0.0003149461,0.00006694451,0.0002656004,0.00008128679,0.8952488,0.07047423,0.001064567,0.0006792054,0.02812368],"study_design_scores_gemma":[0.00002548815,0.0004153006,0.001471967,0.000005815052,0.0000149514,0.00002746151,0.00001248636,0.9865892,0.0111876,0.00009327076,0.0001508014,0.000005643015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8718047,0.0003349289,0.1103324,0.0002273966,0.00003002355,0.000177514,0.0002268481,0.0012635,0.0156028],"genre_scores_gemma":[0.9978707,0.00002051613,0.001614942,0.000006026929,0.000001379649,0.000009359595,0.00001709703,0.000007227364,0.0004526709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008350509,"threshold_uncertainty_score":0.01660383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388147965696714,"score_gpt":0.3203799900543209,"score_spread":0.2964985103973538,"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."}}