{"id":"W2765213896","doi":"10.1063/1.5009068","title":"Vortex dynamics and flow-induced vibrations arising from a vortex ring passing tangentially over a flexible plate","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Vortex ring; Vortex; Vorticity; Mechanics; Physics; Starting vortex; Burgers vortex; Vortex shedding; Flow (mathematics); Vortex stretching; Horseshoe vortex; Potential flow; Classical mechanics; Reynolds number; Turbulence","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":[0.0001476617,0.0002042267,0.0003114759,0.00009482659,0.0003612416,0.0003921806,0.0003233867,0.0001229307,0.000004443246],"category_scores_gemma":[0.00004031709,0.0002061211,0.00005974039,0.0001262637,0.00007937711,0.0005277745,0.0001297211,0.0005702497,0.000002038209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242772,"about_ca_system_score_gemma":0.0000478318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001788551,"about_ca_topic_score_gemma":0.00001740432,"domain_scores_codex":[0.9990128,0.000006335899,0.0003931154,0.000143728,0.0002168375,0.0002271688],"domain_scores_gemma":[0.9990225,0.00005943228,0.00043298,0.0003429357,0.00009297112,0.00004921757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004005603,0.00005351533,0.001082214,0.00004967964,0.0005391922,0.00004592292,0.0006607079,0.2720633,0.5523212,0.06407117,0.00008626619,0.1089868],"study_design_scores_gemma":[0.000717662,0.00002667862,0.01718796,0.0001816552,0.0000892952,0.000008493461,0.0001251383,0.7942431,0.116195,0.07078028,0.00009516958,0.0003495569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7500316,0.0000261561,0.246421,0.0000244016,0.0002965258,0.00004939287,0.000008447303,0.0001392667,0.003003178],"genre_scores_gemma":[0.9310785,0.00001685255,0.06846096,0.00001631909,0.0003633033,0.000002580208,0.000004629896,0.00004769966,0.000009182243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5221798,"threshold_uncertainty_score":0.8405374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191849497088032,"score_gpt":0.2416817322049619,"score_spread":0.2224967824961587,"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."}}