{"id":"W2014798932","doi":"10.1115/es2014-6394","title":"Computational Fluid Dynamics (CFD) Analysis of Building Integrated Photovoltaic Thermal (BIPV/T) Systems","year":2014,"lang":"en","type":"article","venue":"","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Toronto Metropolitan University","funders":"","keywords":"Multiphysics; Computational fluid dynamics; Building-integrated photovoltaics; Mechanics; Heat transfer; CFD in buildings; Turbulence; Materials science; Photovoltaic system; Mechanical engineering; Finite element method; Physics; Thermodynamics; Engineering; Electrical engineering","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":[0.000193865,0.0003048326,0.0004662577,0.0004023437,0.0007092509,0.0007170543,0.0002974932,0.0006126004,0.001207481],"category_scores_gemma":[0.0006266327,0.0001996806,0.0005390404,0.0003827078,0.0005586524,0.0004517869,0.0003649342,0.0003153193,0.0001833036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000604961,"about_ca_system_score_gemma":0.001060646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032482,"about_ca_topic_score_gemma":0.004918357,"domain_scores_codex":[0.9998276,0.00003519089,0.000008935286,0.00002864922,0.00006699886,0.00003260733],"domain_scores_gemma":[0.9997744,0.000126506,0.00001730329,0.00001771157,0.00004971323,0.00001439744],"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":[0.00004890285,0.00003330587,0.002199095,0.00007632213,0.00001387833,0.0001234426,0.00007267833,0.967838,0.01474243,0.001962302,0.0003191738,0.01257041],"study_design_scores_gemma":[0.000006220474,0.00001950099,0.001031701,0.000006309424,0.000004282896,0.0000287384,0.00003184086,0.9931656,0.004377755,0.0004582957,0.0008609692,0.000008846795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6696367,0.0008276928,0.308624,0.0004155936,0.0001448204,0.0001452925,0.0005881649,0.0006685891,0.01894913],"genre_scores_gemma":[0.9727353,0.0003090076,0.02451803,0.00002418712,0.00001207525,0.00007393442,0.0001852409,0.0000441082,0.002098192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032482,"threshold_uncertainty_score":0.02052945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069950492488628,"score_gpt":0.2278071682516171,"score_spread":0.2171076633267308,"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."}}