{"id":"W2041766192","doi":"10.1109/tste.2012.2202325","title":"An Optimal Total Cross Tied Interconnection for Reducing Mismatch Losses in Photovoltaic Arrays","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Interconnection; Photovoltaic system; Notation; Computer science; Topology (electrical circuits); Electronic engineering; Energy (signal processing); Electrical engineering; Mathematics; Engineering; Telecommunications; Arithmetic; Statistics","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":[0.0002601165,0.0004552187,0.0002843449,0.0002765742,0.0003486719,0.0005494459,0.000561582,0.0004689262,0.001492181],"category_scores_gemma":[0.0006024672,0.0003263785,0.0002930857,0.0004120735,0.0002644722,0.0009367316,0.0004710682,0.0003174713,0.0002612035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340948,"about_ca_system_score_gemma":0.0003802992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004555436,"about_ca_topic_score_gemma":0.001261821,"domain_scores_codex":[0.9998689,0.00004046957,0.000006369626,0.00003236923,0.00003714139,0.00001475909],"domain_scores_gemma":[0.9998858,0.0000319275,0.00003145736,0.00001515831,0.00002818513,0.000007462472],"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":[0.00009266981,0.00009417765,0.0006269448,0.0001068399,0.00003980043,0.000144496,0.00009235044,0.8895685,0.03725574,0.01498305,0.001320951,0.05567451],"study_design_scores_gemma":[0.000008695861,0.000102072,0.0001530366,0.000006052572,0.00001587221,0.00005668175,0.00001850064,0.9912201,0.004679673,0.003042704,0.0006908624,0.000005782856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07948183,0.000260533,0.9135321,0.0001001151,0.00003642863,0.00002846387,0.00002784781,0.0003044067,0.006228268],"genre_scores_gemma":[0.8724002,0.0002285092,0.1243728,0.00005476997,0.00002435182,0.00006175938,0.00004126172,0.00007858016,0.002737897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001492181,"threshold_uncertainty_score":0.004991829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404361097989549,"score_gpt":0.2782085715242748,"score_spread":0.2641649605443793,"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."}}