{"id":"W2060473677","doi":"10.1109/tste.2013.2282077","title":"Modeling, Prediction, and Experimental Validations of Power Peaks of PV Arrays Under Partial Shading Conditions","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Shading; Irradiance; Photovoltaic system; Power (physics); Series (stratigraphy); Solar irradiance; Maximum power principle; Electronic engineering; Computer science; Engineering; Electrical engineering; Optics; Physics; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004160481,0.0005932983,0.0004826349,0.0001951189,0.000259429,0.0003878436,0.0005393529,0.0004698318,0.0007013394],"category_scores_gemma":[0.001339844,0.0002485702,0.0003873033,0.000280051,0.0003190351,0.0006929428,0.0003097095,0.0005072228,0.000185773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075677,"about_ca_system_score_gemma":0.0002929877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134995,"about_ca_topic_score_gemma":0.001577472,"domain_scores_codex":[0.9996765,0.00007303987,0.00001496975,0.00006918443,0.0001351304,0.00003118392],"domain_scores_gemma":[0.9992874,0.0003647428,0.00006894137,0.0001483798,0.0001180371,0.00001242333],"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":[0.0001645071,0.0001382197,0.005533564,0.0001486731,0.00002929309,0.00008041978,0.00009517009,0.9156244,0.0491845,0.0004719255,0.0002900055,0.02823916],"study_design_scores_gemma":[0.000008605463,0.0001947661,0.002812464,0.000005556354,0.00001086842,0.00002738861,0.00002436398,0.9539669,0.0423905,0.0003300216,0.0002187266,0.000009826418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8285419,0.0001716646,0.1673809,0.00007307721,0.00002413918,0.00005571363,0.0003924789,0.0007284791,0.002631854],"genre_scores_gemma":[0.9952178,0.00005974743,0.004382862,0.000005273062,0.00000239776,0.00002423527,0.00008456159,0.00001891579,0.000204131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00134995,"threshold_uncertainty_score":0.002684116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078558269953451,"score_gpt":0.2429562337721522,"score_spread":0.2321706510726177,"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."}}