{"id":"W3214050857","doi":"10.1063/5.0065562","title":"Influence of flexible fins on vortex-induced load over a circular cylinder at low Reynolds number","year":2021,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Flapping; Physics; Reynolds number; Mechanics; Fin; Vortex; Cylinder; Trailing edge; Vortex shedding; Wake; Kármán vortex street; Turbulence; Classical mechanics; Geometry; Materials science; Composite material","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":[0.0002020106,0.0002599425,0.0002836466,0.0003444569,0.0004602866,0.0005481996,0.0002860083,0.0003317628,0.0008713346],"category_scores_gemma":[0.0009371503,0.0001577747,0.0002591867,0.0001551759,0.0008170467,0.0002543899,0.0004380623,0.0002666299,0.00009748171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077108,"about_ca_system_score_gemma":0.000297815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173815,"about_ca_topic_score_gemma":0.001475842,"domain_scores_codex":[0.9998995,0.000012164,0.000005221485,0.00001264126,0.00002336514,0.0000470186],"domain_scores_gemma":[0.999531,0.0001970463,0.0000902437,0.00005414103,0.00004040727,0.00008724401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001160762,0.0001820024,0.01125006,0.0001680735,0.00007820663,0.001124902,0.0003073466,0.6435963,0.3263182,0.00206373,0.0003461792,0.01340425],"study_design_scores_gemma":[0.00004727836,0.0008253379,0.01641718,0.00004365342,0.00004859272,0.0001674294,0.0003562046,0.8916466,0.08940285,0.0004026029,0.0005857302,0.00005662495],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977896,0.00005920079,0.0008864437,0.00002781765,0.000006915609,0.000003129811,0.00001650202,0.00003174449,0.001178689],"genre_scores_gemma":[0.9997213,0.00001719883,0.0001472921,0.000004521591,8.085641e-7,0.000001479256,0.000007219751,0.000003615359,0.00009640519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002173815,"threshold_uncertainty_score":0.00432235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050305113927428,"score_gpt":0.2385530146855606,"score_spread":0.2280499635462863,"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."}}