{"id":"W2016824772","doi":"10.1115/gt2009-60142","title":"CFD Investigation of Temperature Rise in a Combustor Test Rig Exhaust System","year":2009,"lang":"en","type":"article","venue":"","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Computational fluid dynamics; Combustor; Fluent; Nozzle; Exhaust gas; Mach number; Condensation; Water cooling; Turbine; Materials science; Mechanics; Nuclear engineering; Mechanical engineering; Aerospace engineering; Engineering; Combustion; Thermodynamics; Chemistry; Physics; Waste management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002309225,0.000304462,0.0007345179,0.0003838811,0.0005574703,0.0004544444,0.0003560275,0.00054189,0.001135401],"category_scores_gemma":[0.0006201317,0.0001753865,0.0003789777,0.0002788369,0.0005271716,0.0003187176,0.000289723,0.0003794882,0.0001555623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005594786,"about_ca_system_score_gemma":0.0003495594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00371101,"about_ca_topic_score_gemma":0.00296166,"domain_scores_codex":[0.9998016,0.00002490773,0.000009825315,0.00003360025,0.00008783278,0.00004230431],"domain_scores_gemma":[0.9996524,0.0001785441,0.00002657004,0.00002615452,0.00008638539,0.00002998605],"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":[0.001431233,0.0002700846,0.02617111,0.0002346858,0.00003969382,0.001680299,0.0007781017,0.08328106,0.8707616,0.0007201936,0.0006811724,0.01395087],"study_design_scores_gemma":[0.00008850859,0.001291972,0.05583049,0.00002165734,0.00005044635,0.0005234364,0.0004076856,0.4144245,0.5254454,0.0002109539,0.001634034,0.0000708622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970687,0.00005880663,0.001666429,0.00002926278,0.000007996492,0.000012819,0.0001463449,0.0001010644,0.0009087312],"genre_scores_gemma":[0.9985618,0.00002659259,0.0007809187,0.000006610694,0.00000222592,0.000006152073,0.0001302145,0.00001502172,0.0004704604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00371101,"threshold_uncertainty_score":0.007378817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004801790517703823,"score_gpt":0.1792441874975015,"score_spread":0.1744423969797977,"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."}}