{"id":"W2119776130","doi":"10.1109/pes.2011.6039281","title":"Partial shading modeling of photovoltaic system with experimental validations","year":2011,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Photovoltaic system; Irradiance; Shading; Solar irradiance; Computer science; Diode; Electronic engineering; Materials science; Engineering; Optics; Electrical engineering; Optoelectronics; 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":[0.0003494076,0.0004636503,0.0004536917,0.0002195272,0.0002728585,0.0003625744,0.0006784513,0.0005188277,0.001709221],"category_scores_gemma":[0.0007278173,0.0001786704,0.0005594056,0.0003703213,0.0002479255,0.000506698,0.0002779241,0.0003453502,0.0002739363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817771,"about_ca_system_score_gemma":0.0002793371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796788,"about_ca_topic_score_gemma":0.001614328,"domain_scores_codex":[0.9997695,0.00006034221,0.00001407267,0.00003438363,0.00009868295,0.00002297314],"domain_scores_gemma":[0.9996635,0.0001008095,0.000037452,0.0001008944,0.00008882528,0.000008631523],"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":[0.00008186026,0.00009428963,0.001607239,0.0001538843,0.00002450747,0.0000995782,0.00007451145,0.9499148,0.03506917,0.001413537,0.0003856332,0.01108096],"study_design_scores_gemma":[0.0000197431,0.0001919158,0.001309049,0.00000826206,0.00001271484,0.00003384393,0.00002457047,0.9783836,0.01844895,0.0007188678,0.000839938,0.000008535837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7912163,0.0002476245,0.191809,0.0001114668,0.0000374944,0.0001367576,0.001250728,0.001077772,0.01411274],"genre_scores_gemma":[0.9921503,0.00008335545,0.006702007,0.000007390876,0.000003636756,0.00008910122,0.0002239321,0.00002698831,0.0007132398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001796788,"threshold_uncertainty_score":0.005717933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0515459782730727,"score_gpt":0.2472069685656912,"score_spread":0.1956609902926185,"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."}}