{"id":"W2799538499","doi":"","title":"Cross-flow Past a Pair of Moderately Spaced Oscillating Circular Cylinders","year":2007,"lang":"en","type":"article","venue":"The Seventeenth International Offshore and Polar Engineering Conference","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Geometry; Flow (mathematics); Mathematics; Physics; Mechanics; Mathematical analysis; Geology","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":[0.0002747338,0.0003931577,0.000508128,0.000521082,0.0008344833,0.000744837,0.00037987,0.0009463321,0.002897674],"category_scores_gemma":[0.001032441,0.0002683158,0.0002906118,0.0003148981,0.0008313844,0.0008177294,0.001291742,0.0006489751,0.0002693538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004850758,"about_ca_system_score_gemma":0.000673307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002009056,"about_ca_topic_score_gemma":0.001307023,"domain_scores_codex":[0.9998538,0.00001655149,0.000007532346,0.00002963462,0.00005288411,0.00003946858],"domain_scores_gemma":[0.9995484,0.0001106423,0.00009045999,0.00003951727,0.00008747672,0.0001235336],"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":[0.002740131,0.0008178627,0.01285521,0.0001941649,0.0001487356,0.004457306,0.001015356,0.4630778,0.453202,0.03221585,0.001354486,0.02792099],"study_design_scores_gemma":[0.00015141,0.001623575,0.01796526,0.00003478196,0.0000470792,0.0005509034,0.0005321056,0.9116305,0.0621241,0.003458718,0.001808232,0.00007343676],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781834,0.0001507012,0.01521147,0.0001431915,0.00006458248,0.00003616932,0.00005469358,0.00006257006,0.006093177],"genre_scores_gemma":[0.9910917,0.00004924484,0.003986208,0.00003224028,0.00001822579,0.000012096,0.00005677081,0.000009335386,0.004744189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002897674,"threshold_uncertainty_score":0.009693682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114288846961687,"score_gpt":0.2336985511204641,"score_spread":0.2225556626508473,"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."}}