{"id":"W2326249538","doi":"10.2514/6.2008-1048","title":"Comparison of Subfilter Scale Models for LES of Turbulent Premixed Flames","year":2008,"lang":"en","type":"article","venue":"46th AIAA Aerospace Sciences Meeting and Exhibit","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Turbulence; Scale (ratio); Computer science; Statistical physics; Environmental science; Mechanics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008539036,0.001105564,0.001315379,0.0007431184,0.0005638771,0.002100054,0.001297791,0.001552873,0.002639778],"category_scores_gemma":[0.00252903,0.0003744579,0.0009574412,0.0006666098,0.0003079121,0.001741463,0.0006124256,0.00111811,0.0007251909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460569,"about_ca_system_score_gemma":0.0009493352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01503935,"about_ca_topic_score_gemma":0.009524833,"domain_scores_codex":[0.999666,0.00008759822,0.00003513262,0.00005016851,0.0001000097,0.00006116233],"domain_scores_gemma":[0.9981045,0.0008668642,0.0000932735,0.0002685684,0.0005052127,0.0001616632],"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":[0.0009648845,0.000447443,0.00478175,0.0001314583,0.0001125607,0.0001228408,0.0001416956,0.9585924,0.01000615,0.003050195,0.001411447,0.02023718],"study_design_scores_gemma":[0.00002763666,0.0000525694,0.0005908775,0.000005630202,0.000009487952,0.000006296701,0.00001950127,0.9972811,0.00146193,0.0002248406,0.0003069016,0.00001321323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527915,0.001377691,0.1199831,0.0006263446,0.0004751735,0.0002422683,0.002174885,0.005289773,0.01703917],"genre_scores_gemma":[0.9758115,0.0005461867,0.01825832,0.0001364615,0.00006384799,0.0001188151,0.001180876,0.0007349662,0.003148977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01503935,"threshold_uncertainty_score":0.02990365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04289927597190554,"score_gpt":0.2734806949326806,"score_spread":0.2305814189607751,"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."}}