{"id":"W1975056642","doi":"10.1115/1.4027138","title":"An Experimental Investigation of Aspect Ratio and Incidence Angle Effects for the Flow Around Surface-Mounted Finite-Height Square Prisms","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Strouhal number; Prism; Vortex shedding; Drag coefficient; Lift coefficient; Reynolds number; Lift (data mining); Drag; Optics; Geometry; Angle of attack; Physics; Mechanics; Mathematics; Aerodynamics; 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":[0.0003906112,0.00013499,0.0002280158,0.0001191929,0.00005285651,0.00007027247,0.0001260413,0.00005665152,0.000004457296],"category_scores_gemma":[0.0001210942,0.0001070241,0.00008293449,0.000173767,0.0000224488,0.0003470559,0.00001083533,0.0001200918,3.442178e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005383579,"about_ca_system_score_gemma":0.00001495431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003670824,"about_ca_topic_score_gemma":0.000002955567,"domain_scores_codex":[0.9992245,0.00002427336,0.0003685387,0.00008275176,0.0001803263,0.0001195698],"domain_scores_gemma":[0.9992324,0.0003606553,0.00007852191,0.000141984,0.0001033508,0.00008315711],"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":[0.000006907519,0.000005764669,0.00026264,0.00006218308,0.00003754661,5.518259e-7,0.0002966294,0.6377745,0.3610671,0.0003169502,0.00002780539,0.0001414619],"study_design_scores_gemma":[0.000343705,0.0001994338,0.001416961,0.00006443822,0.00004560994,0.00000740793,0.0000659044,0.8459056,0.1517901,0.00002852477,0.00003586768,0.00009642969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5460618,0.0007325448,0.4529242,0.00002165573,0.0001560545,0.00007883737,0.000002113558,0.00001885537,0.000003992736],"genre_scores_gemma":[0.9861006,0.00005055235,0.0136477,0.00001603419,0.0001456679,0.000004827572,0.000005590575,0.00002548477,0.000003530995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400389,"threshold_uncertainty_score":0.4364316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006074611354863002,"score_gpt":0.2206005792613708,"score_spread":0.2145259679065078,"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."}}