{"id":"W2891451725","doi":"10.1007/s00348-018-2608-y","title":"Dynamics of the recirculating areas of a forward-facing step","year":2018,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Agence Nationale de la Recherche","keywords":"Mechanics; Particle image velocimetry; Boundary layer; Vorticity; Vortex shedding; Reynolds number; Physics; Wake; Bubble; Turbulence; Optics; Vortex","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":[0.0001566227,0.000116083,0.0001764941,0.00007811438,0.00002765222,0.000008186125,0.0002539754,0.00006426944,0.00003885838],"category_scores_gemma":[0.00002214227,0.00009733754,0.00006992854,0.0002383119,0.00005890975,0.00005959981,0.00005671436,0.00008553334,0.000002978232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133229,"about_ca_system_score_gemma":0.0000155342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004514857,"about_ca_topic_score_gemma":0.00002567687,"domain_scores_codex":[0.9991257,0.00002544583,0.000338379,0.0001156997,0.000217376,0.0001774355],"domain_scores_gemma":[0.9995471,0.00002365542,0.00003619251,0.0003378149,0.00003437589,0.00002087218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007628836,0.0006434261,0.189936,0.0006139304,0.0003676145,0.0000135189,0.03449405,0.05693243,0.6312179,0.06782763,0.001406496,0.0164707],"study_design_scores_gemma":[0.0004188968,0.0000527001,0.005327392,0.0001566911,0.000007060473,0.000002612305,0.0002963982,0.9588757,0.0343116,0.0002914228,0.0001249179,0.0001345992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812207,0.0002105883,0.003487574,0.0000129703,0.0005086417,0.0001605973,0.00001138444,0.00002804194,0.01435947],"genre_scores_gemma":[0.9976522,0.000007626955,0.002199288,0.00001456954,0.00004352961,0.00001022528,0.000005210964,0.00002217313,0.00004522819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9019433,"threshold_uncertainty_score":0.396931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009693894622886069,"score_gpt":0.2382479059685476,"score_spread":0.2285540113456615,"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."}}