{"id":"W1830615726","doi":"10.1115/gt2015-42677","title":"Ring Vane Evaluation in Short Annular Diffusers With Swirling Flow","year":2015,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stall (fluid mechanics); Inlet; Mechanics; Turbulence; Materials science; Wake; Diffuser (optics); Computational fluid dynamics; Baffle; Physics; Optics; Mechanical engineering; Engineering; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006546539,0.0003840249,0.0003917016,0.0003062089,0.0001916983,0.000530642,0.0004980236,0.0002724612,0.0009666705],"category_scores_gemma":[0.001144925,0.0002105116,0.0002674968,0.0002139308,0.0002737765,0.000457426,0.0003483496,0.0001896867,0.0001576614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003315197,"about_ca_system_score_gemma":0.000254633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372618,"about_ca_topic_score_gemma":0.002140334,"domain_scores_codex":[0.9997496,0.00005796682,0.00001686282,0.00004298507,0.00008877093,0.00004385387],"domain_scores_gemma":[0.999559,0.0001280875,0.00008054216,0.00004821378,0.0001361069,0.00004804455],"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":[0.002206645,0.0002439499,0.009005633,0.0003823838,0.00003967532,0.0004200109,0.0002070891,0.1105149,0.8285625,0.001520759,0.0002505587,0.04664575],"study_design_scores_gemma":[0.000115147,0.005168366,0.01500621,0.00002950508,0.00007048416,0.0002817703,0.0002641191,0.2897986,0.6859843,0.0002776617,0.002921465,0.00008237903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885178,0.0001746814,0.01043432,0.0000107728,0.00001313819,0.00002282874,0.00004354418,0.000068614,0.0007143749],"genre_scores_gemma":[0.9932628,0.00006954892,0.006151839,0.000002376746,0.000001729837,0.000007703656,0.00002988516,0.00001096279,0.0004630749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001372618,"threshold_uncertainty_score":0.003462195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018130817349002,"score_gpt":0.2198781433002803,"score_spread":0.2017473259512783,"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."}}