{"id":"W2147694921","doi":"10.1115/1.4024045","title":"Numerical Study of Two-Dimensional Circular Cylinders in Tandem at Moderate Reynolds Numbers","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds number; Laminar flow; Wake; Cylinder; Drag; Mechanics; Potential flow around a circular cylinder; Drag coefficient; Flow separation; Physics; Geometry; Mathematics; Classical mechanics; 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":[0.0002431409,0.0001748152,0.0004217247,0.0003857205,0.00002315868,0.0000288849,0.0001447773,0.00006783627,0.0001072378],"category_scores_gemma":[0.00003069177,0.0001688382,0.0001389523,0.000394629,0.00000924525,0.0002551355,0.00002483768,0.0002686907,0.000007791255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082889,"about_ca_system_score_gemma":0.00001992922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005273687,"about_ca_topic_score_gemma":0.000008028473,"domain_scores_codex":[0.9985238,0.00002375691,0.0007580608,0.0001087166,0.000369289,0.0002163642],"domain_scores_gemma":[0.9994733,0.00005005527,0.00008002313,0.0001516786,0.0001204514,0.0001245162],"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":[0.000005439144,0.00007522267,0.004983401,0.00001985387,0.0001380569,0.00002473949,0.0002888514,0.9475317,0.04668817,0.00002835608,0.0001365402,0.00007967449],"study_design_scores_gemma":[0.00110048,0.00008384111,0.007692529,0.0000399677,0.00003490025,0.00003194523,0.00008400207,0.9891244,0.001618133,0.00002113042,0.000009818641,0.0001588207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691868,0.0002453596,0.03007557,0.00002909309,0.0002209292,0.000106161,5.435922e-7,0.00002950333,0.0001060022],"genre_scores_gemma":[0.9980962,0.00001578043,0.001759476,0.0000137803,0.00005614822,0.000004644728,0.000001343091,0.00003560737,0.00001703098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04507003,"threshold_uncertainty_score":0.6885022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00762639368584687,"score_gpt":0.2126932153358477,"score_spread":0.2050668216500008,"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."}}