{"id":"W4220850077","doi":"10.37934/cfdl.14.2.2434","title":"Turbulent Structures in Gap Flow","year":2022,"lang":"en","type":"article","venue":"CFD Letters","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Wake; Mechanics; Bluff; Turbulence; Free surface; Large eddy simulation; Flow (mathematics); Volume of fluid method; Physics; Transient (computer programming); Finite volume method; Surface (topology); Geology; Classical mechanics; Geometry; Mathematics; Computer science","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":[0.0001757571,0.0002641368,0.0003402215,0.0004455803,0.0003653653,0.0005899396,0.0001960983,0.0004969699,0.0005767695],"category_scores_gemma":[0.0006242325,0.0001670553,0.0002191579,0.0001692724,0.0006619573,0.0004918372,0.000510272,0.0002543081,0.00008758908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755278,"about_ca_system_score_gemma":0.0002601688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009326697,"about_ca_topic_score_gemma":0.0003727491,"domain_scores_codex":[0.9999223,0.00001874442,0.000003539562,0.00001326483,0.0000175095,0.00002460779],"domain_scores_gemma":[0.9998181,0.00007340954,0.00003458727,0.00001134639,0.00002629269,0.00003627363],"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":[0.001445607,0.0003259736,0.0216606,0.0002902948,0.00005601795,0.002605478,0.0009334572,0.661684,0.2300342,0.05271537,0.0007067338,0.02754224],"study_design_scores_gemma":[0.0000972786,0.0004561503,0.01276752,0.00001588401,0.00001746678,0.0003055383,0.0001917491,0.9651874,0.01115307,0.008826734,0.0009551163,0.00002595495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831064,0.0002055259,0.01521545,0.00004366074,0.00001482562,0.00001205652,0.0000203699,0.00005809722,0.001323487],"genre_scores_gemma":[0.9981977,0.00004090372,0.001504756,0.000007488637,0.000005222808,0.000005183203,0.0000166986,0.000005604111,0.000216481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009326697,"threshold_uncertainty_score":0.00199908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006600058416701085,"score_gpt":0.1854574606591273,"score_spread":0.1788574022424262,"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."}}