{"id":"W3036490558","doi":"10.1186/s42774-020-00038-7","title":"Effects of aspect ratio and inclination angle on aerodynamic loads of a flat plate","year":2020,"lang":"en","type":"article","venue":"Advances in Aerodynamics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aspect ratio (aeronautics); Wake; Reynolds number; Chord (peer-to-peer); Vortex; Mechanics; Vortex shedding; Inclination angle; Geometry; Drag; Lift (data mining); Flow separation; Lift-to-drag ratio; Aerodynamics; Optics; Vortex lift; Angle of attack; Flow visualization; Materials science; Lift coefficient; Flow (mathematics); Physics; Mathematics; Turbulence; Composite material","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":[0.00008139806,0.0001694614,0.0003054479,0.0001096471,0.00001613778,0.000007325573,0.0001200812,0.00007905637,0.000002785442],"category_scores_gemma":[0.00007922341,0.0001757185,0.00004287233,0.0002940965,0.0000555189,0.0002068379,0.00004020181,0.0001652563,0.000002197691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000542546,"about_ca_system_score_gemma":0.000009291189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006494524,"about_ca_topic_score_gemma":0.0001571849,"domain_scores_codex":[0.9991137,0.00002425752,0.0003467769,0.0001986991,0.0001567384,0.0001598611],"domain_scores_gemma":[0.9995337,0.0001779347,0.000077175,0.0001324193,0.00002923974,0.00004959626],"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":[0.00008847391,0.00005866545,0.00366166,0.001267783,0.00003552066,0.00001541341,0.0005723892,0.9286922,0.03651007,0.01502801,0.000006789312,0.01406307],"study_design_scores_gemma":[0.0007638528,0.0002134446,0.007892333,0.0001188326,0.00001354427,0.000001023799,0.00001028423,0.9878537,0.002000301,0.0009017141,0.00007059261,0.0001603913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986715,0.002159911,0.00961075,0.00004208759,0.0002425468,0.0002710772,0.00002181595,0.00006342062,0.0008734325],"genre_scores_gemma":[0.9962327,0.002441164,0.001203022,0.00003032026,0.00002253083,0.000009791676,0.00002339619,0.0000292879,0.000007724109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05916153,"threshold_uncertainty_score":0.7165593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003212194267385178,"score_gpt":0.201748073448324,"score_spread":0.1985358791809388,"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."}}