{"id":"W3121191140","doi":"10.1063/5.0038925","title":"Studying the flow dynamics and heat transfer of stranded conductor cables using large eddy simulations","year":2021,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; AltaLink; Alberta Electric System Operator","keywords":"Nusselt number; Physics; Heat transfer; Mechanics; Reynolds number; Prandtl number; Cylinder; Turbulence; Boundary layer; Turbulent Prandtl number; Large eddy simulation; Vorticity; Potential flow around a circular cylinder; Vortex; Geometry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006362954,0.00009296637,0.0002030079,0.00002817685,0.00006443986,0.0000218026,0.0000562335,0.00003057735,0.00003520391],"category_scores_gemma":[0.000008036545,0.00008174983,0.00007622706,0.0002468639,0.00003496779,0.0001111986,0.00001509486,0.00006646052,2.004193e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000189743,"about_ca_system_score_gemma":0.00002568411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003185301,"about_ca_topic_score_gemma":0.0002085862,"domain_scores_codex":[0.9994422,0.00002208004,0.0002147944,0.00009252353,0.0001232505,0.0001051545],"domain_scores_gemma":[0.9996167,0.00006676427,0.000006306457,0.0001734628,0.0001115417,0.00002520474],"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":[0.000002356828,0.00004300653,0.0005634536,0.00006567169,0.0001557955,3.790948e-7,0.0006531539,0.7477194,0.2438098,0.006684894,0.000004686678,0.0002973671],"study_design_scores_gemma":[0.0002931536,0.000007440952,0.0002085876,0.00001729596,0.0001073121,4.384145e-7,0.0003446097,0.9760501,0.02258177,0.0003044461,0.00000625053,0.00007860268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6468914,0.0001917172,0.3525721,0.000024643,0.00004815813,0.0000486771,0.00015364,0.00001271013,0.00005703541],"genre_scores_gemma":[0.9982868,0.00005886837,0.001530019,0.00001048069,0.00002944254,8.397283e-7,0.00005898502,0.00001636118,0.000008185159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3513954,"threshold_uncertainty_score":0.3333661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175589739336013,"score_gpt":0.2470738920710375,"score_spread":0.2253179946776774,"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."}}