{"id":"W2902447514","doi":"10.31436/iiumej.v19i2.905","title":"STUDY OF MESH QUALITY IMPROVEMENT FOR CFD ANALYSIS OF AN AIRFOIL","year":2018,"lang":"en","type":"article","venue":"IIUM Engineering Journal","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airfoil; Computational fluid dynamics; Physics; Aerospace engineering; Engineering","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":[0.0008766393,0.0003983642,0.0003180863,0.0005780476,0.0003127026,0.0006367987,0.0002925054,0.0005850894,0.001014869],"category_scores_gemma":[0.002600647,0.0001448169,0.0004841879,0.0003847521,0.000315634,0.0004892705,0.0003875846,0.0003271817,0.0001409051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004175732,"about_ca_system_score_gemma":0.0002835182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248725,"about_ca_topic_score_gemma":0.001178521,"domain_scores_codex":[0.9995311,0.000118861,0.00003839851,0.0000720205,0.0001865736,0.00005306495],"domain_scores_gemma":[0.9975364,0.001173696,0.0002095654,0.0002347876,0.0007811736,0.00006444534],"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":[0.001493689,0.0005634712,0.04821675,0.0008573866,0.000148138,0.0006687052,0.000691939,0.3509563,0.418998,0.001733853,0.001160686,0.1745112],"study_design_scores_gemma":[0.00004365416,0.0006518242,0.03129346,0.00005497218,0.00006374951,0.0002607267,0.0002173647,0.7592003,0.2059875,0.0003797077,0.001808065,0.0000386151],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9073777,0.0005132057,0.08939222,0.00009391084,0.00006044967,0.00008188863,0.0002206994,0.0004357205,0.001824185],"genre_scores_gemma":[0.9712696,0.0001093133,0.02785309,0.00001117773,0.000007183708,0.00002579028,0.0002214966,0.00006696893,0.0004353189],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002248725,"threshold_uncertainty_score":0.004636168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545421524019434,"score_gpt":0.2990944731665353,"score_spread":0.2736402579263409,"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."}}