{"id":"W2045584045","doi":"10.1007/bf03181633","title":"A visualization study of fluid-structure interaction between a circular cylinder and a channel bed","year":2004,"lang":"en","type":"article","venue":"Journal of Visualization","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; University of Saskatchewan","funders":"","keywords":"Reynolds number; Vortex; Open-channel flow; Horseshoe vortex; Mechanics; Turbulence; Cylinder; Flow visualization; Materials science; Geometry; Wake; Vortex shedding; RADIUS; Flow (mathematics); Geology; Physics; Vortex ring; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001754414,0.0001112389,0.0002561024,0.0004326431,0.00004199559,0.000044848,0.00005776621,0.00007693271,0.00001242347],"category_scores_gemma":[0.00004878985,0.0001051696,0.00005453143,0.000448519,0.00001088301,0.0003591811,0.00001126222,0.0000840481,3.908391e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007379756,"about_ca_system_score_gemma":0.00002108261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000155147,"about_ca_topic_score_gemma":0.0000271066,"domain_scores_codex":[0.9989435,0.00004765984,0.0005782919,0.00008491257,0.0002676504,0.00007799064],"domain_scores_gemma":[0.9993227,0.0000173544,0.000262729,0.00007860203,0.0002638358,0.00005473668],"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":[0.00005833646,0.0003676448,0.01154698,0.0002014661,0.0007299874,0.000007437431,0.01080225,0.8991236,0.07400417,0.001916605,0.00003469511,0.001206807],"study_design_scores_gemma":[0.00468956,0.001175057,0.03178689,0.0002374352,0.0006777089,0.00005478498,0.003536385,0.9314308,0.02440672,0.001528186,0.00009244181,0.0003840783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7129152,0.00009258368,0.2867545,0.00001127142,0.0001061226,0.00009292471,0.000002864291,0.00001590476,0.000008621282],"genre_scores_gemma":[0.9995817,0.00009486722,0.0001444999,0.00001458709,0.0001128501,0.000001040956,0.00002623742,0.00002263988,0.000001580068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2866665,"threshold_uncertainty_score":0.428869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351494394757984,"score_gpt":0.2872041111421066,"score_spread":0.2736891671945268,"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."}}