{"id":"W2042617810","doi":"10.1615/ichmt.2001.radiationsymp.210","title":"NON-GRAY GAS MODELING IN COMPLEX ENCLOSURES: APPLICATION OF THE HYBRID SNB-CK METHOD","year":2001,"lang":"en","type":"article","venue":"","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computation; Radiative transfer; Combustion; Gray (unit); Computational physics; Statistical physics; Mathematics; Algorithm; Geometry; Applied mathematics; Computer science; Biological system; Chemistry; Physics; Optics; Physical chemistry","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":[0.0005868006,0.0005153057,0.0006387448,0.0004718054,0.0002598324,0.0005640443,0.0009328377,0.000501471,0.0007624257],"category_scores_gemma":[0.00150861,0.00024932,0.0003760266,0.0004748862,0.0005409835,0.0006943462,0.0006479831,0.0004096676,0.0002185951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508533,"about_ca_system_score_gemma":0.0005490031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005154904,"about_ca_topic_score_gemma":0.003238436,"domain_scores_codex":[0.9997004,0.0000910063,0.00001249938,0.00003671853,0.0001289466,0.00003045478],"domain_scores_gemma":[0.9990849,0.0004746345,0.0000791431,0.0001789139,0.0001298477,0.0000525247],"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":[0.0002087374,0.00006499892,0.002625431,0.00009729042,0.00003656231,0.00007534723,0.00008092356,0.9380641,0.02044708,0.004564932,0.0001377925,0.03359679],"study_design_scores_gemma":[0.000004885867,0.000008440974,0.0001910867,0.000001131253,0.000001887933,0.000009638424,0.000004851068,0.9971319,0.00231478,0.0002225185,0.0001052086,0.000003647127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2483906,0.0002644289,0.7474356,0.0000511566,0.00002757863,0.00004257329,0.00005689053,0.0006820808,0.003049091],"genre_scores_gemma":[0.892149,0.0001084023,0.1065878,0.00001228044,0.000006303022,0.00005078266,0.00008113398,0.00009892965,0.0009054867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005154904,"threshold_uncertainty_score":0.01024979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144741658382485,"score_gpt":0.2713420133458793,"score_spread":0.2398945967620544,"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."}}