{"id":"W2069475109","doi":"10.2514/1.35528","title":"Flow Relaxation Past a Transverse Square Rib in Pressure Gradients","year":2008,"lang":"en","type":"article","venue":"AIAA Journal","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mechanics; Transverse plane; Square (algebra); Flow (mathematics); Pressure gradient; Materials science; Adverse pressure gradient; Flow separation; Geometry; Physics; Turbulence; Mathematics; Structural engineering; Engineering","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":[0.00007253131,0.0001033981,0.0001114158,0.0001226307,0.00008920565,0.00002127634,0.00009362528,0.00006808861,0.0001424309],"category_scores_gemma":[0.000007472703,0.00009913051,0.00006752494,0.0001328377,0.0000130907,0.0001877673,0.000005155443,0.0003337792,0.00003417408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004734327,"about_ca_system_score_gemma":0.00001163899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006662759,"about_ca_topic_score_gemma":0.00002244046,"domain_scores_codex":[0.9993165,0.00001911332,0.0002095743,0.00008030312,0.000165395,0.0002091864],"domain_scores_gemma":[0.9997643,0.00001019499,0.0000246773,0.00009004527,0.00002624293,0.00008451635],"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":[0.00001632399,0.00004719371,0.01768298,0.00002596368,0.00004320715,0.0002128255,0.001836197,0.970975,0.0002718338,0.00005587102,0.005734362,0.00309818],"study_design_scores_gemma":[0.0009554866,0.00003750378,0.05728853,0.00005763689,0.00001444384,0.0003163741,0.00002021178,0.9284002,0.00002092737,0.0001619858,0.01258194,0.000144794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933909,0.0006257392,0.003981299,0.0001070678,0.0007455182,0.0000919556,0.00001394121,0.00005884159,0.0009847763],"genre_scores_gemma":[0.9982709,0.0004763018,0.0008702962,0.00001972815,0.000153031,0.0000034954,0.000009373813,0.0000215759,0.0001752908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04257489,"threshold_uncertainty_score":0.4042425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007350062864393068,"score_gpt":0.1809789402162245,"score_spread":0.1736288773518315,"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."}}