{"id":"W2990579768","doi":"10.18280/ejee.210510","title":"Photovoltaic Array Reconfiguration under Partial Shading Based on Integer Link Matrix and Harmony Search","year":2019,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"solar cell performance optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control reconfiguration; Shading; Photovoltaic system; Harmony search; Harmony (color); Matrix (chemical analysis); Computer science; Mathematics; Physics; Mathematical optimization; Engineering; Optics; Materials science; Electrical engineering; Embedded system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005416723,0.0001601052,0.0001858597,0.0003313388,0.00002846137,0.00007601092,0.0001104163,0.00004040968,0.00008370927],"category_scores_gemma":[0.00005918711,0.0001526014,0.00006202041,0.0002998081,0.000006950941,0.0002354947,0.000007129125,0.0006048738,0.00006143131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166966,"about_ca_system_score_gemma":0.00001870506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.187594e-7,"about_ca_topic_score_gemma":3.222214e-8,"domain_scores_codex":[0.9989823,0.00005473675,0.0003676284,0.0001179045,0.0002193403,0.000258101],"domain_scores_gemma":[0.99955,0.0000943522,0.00005748442,0.0001116902,0.00006200994,0.0001244147],"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":[0.00002738285,0.000006530179,0.0001393632,0.00003163083,0.00001793389,0.0000111476,0.00004351495,0.8150777,0.1826984,0.00002379357,0.00005713829,0.001865504],"study_design_scores_gemma":[0.0005503692,0.0002597906,0.001129437,0.0001219998,0.00001180243,0.00003095713,0.000005766045,0.9743964,0.0226219,0.000001404802,0.0007085023,0.0001616595],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3569126,0.0004158599,0.6394776,0.00008023249,0.0005494793,0.0001556757,7.559384e-7,0.0001345938,0.002273228],"genre_scores_gemma":[0.9933554,0.00008119595,0.006093081,0.00003764669,0.0003095877,6.966554e-7,0.000002670396,0.00007297413,0.00004676609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6364428,"threshold_uncertainty_score":0.6222904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007992019942331934,"score_gpt":0.1968307229330659,"score_spread":0.188838702990734,"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."}}