{"id":"W2319810842","doi":"10.1115/imece2003-42812","title":"The Dynamics of the Large-Scale Turbulent Structures in the Impinging Round Jet","year":2003,"lang":"en","type":"article","venue":"Fluids Engineering","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Jet (fluid); Turbulence; Azimuth; Mechanics; Nozzle; Rotational symmetry; Reynolds number; Physics; Optics; Thermodynamics","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":[0.0005035361,0.0002391808,0.0001812213,0.00007067611,0.0001438296,0.0000841336,0.0005548731,0.00008716129,0.000009559434],"category_scores_gemma":[0.00006814663,0.0001320466,0.000130198,0.0004165137,0.00003060179,0.00007452389,0.00004828731,0.000406621,0.000002112958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346805,"about_ca_system_score_gemma":0.00001657764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256388,"about_ca_topic_score_gemma":0.0001183638,"domain_scores_codex":[0.9987024,0.00003996672,0.0003435685,0.000151912,0.0002804409,0.0004817212],"domain_scores_gemma":[0.9991931,0.0001562033,0.00002634023,0.0005640114,0.00002441824,0.00003596745],"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":[0.000001535154,0.00001094352,0.001062689,0.00006262828,0.00002669938,0.000003203348,0.0006634148,0.9219177,0.001028682,0.07482298,0.0002076294,0.0001918486],"study_design_scores_gemma":[0.0002137981,0.000008883501,0.004908732,0.00004223433,0.000013985,0.00002276163,0.0001512697,0.9878792,0.0004787833,0.0004484204,0.005658173,0.0001737891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968872,0.003087006,0.02382563,0.0003093343,0.001667263,0.000463143,0.00002761672,0.0001569244,0.001591054],"genre_scores_gemma":[0.9991277,0.0001392402,0.0004961615,0.00003261884,0.00006216826,0.00002565711,0.000005807214,0.00005057023,0.00006009184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07437456,"threshold_uncertainty_score":0.5384703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003670695520411213,"score_gpt":0.1811295175700722,"score_spread":0.177458822049661,"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."}}