{"id":"W7116094839","doi":"10.82417/bm9z-7f80","title":"Large-eddy simulation of turbulent premixed hydrogen-air Bunsen flames using PCM-FPI combustion model","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alliance de recherche numérique du Canada; University of Toronto","keywords":"Turbulence; Combustion; Bunsen burner; Diffusion flame; Premixed flame; Diffusion; Turbulent diffusion; Hydrogen","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002660867,0.000476339,0.0004653721,0.0002695064,0.0005146771,0.0005088787,0.0005791095,0.0005814629,0.0007888701],"category_scores_gemma":[0.0005697159,0.0001875206,0.0004817762,0.0003054363,0.000414852,0.0003296429,0.0003321489,0.0004739919,0.0000652396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004815159,"about_ca_system_score_gemma":0.0006533611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01764739,"about_ca_topic_score_gemma":0.007957691,"domain_scores_codex":[0.9999299,0.00001986913,0.000004522542,0.000009415834,0.00002020049,0.00001613211],"domain_scores_gemma":[0.9997614,0.0001084013,0.00004137657,0.00001379566,0.00004180391,0.00003315813],"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":[0.00008123815,0.00006233779,0.002539906,0.00002745067,0.00001271921,0.0001055346,0.00003647172,0.990719,0.003955892,0.0009551453,0.00009694972,0.001407382],"study_design_scores_gemma":[0.000005455012,0.00001661418,0.0003324164,9.843018e-7,0.000001264696,0.000003414939,0.000006662962,0.9991592,0.0003898169,0.00004987338,0.00003268618,0.000001619883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727365,0.0001236027,0.02172142,0.0001085922,0.00003060792,0.00004623761,0.0001742629,0.0001998661,0.004858932],"genre_scores_gemma":[0.9930687,0.00005233413,0.005988887,0.000009891201,0.000005286169,0.00002820631,0.0001299043,0.00001459948,0.0007022934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764739,"threshold_uncertainty_score":0.03508931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976272824274058,"score_gpt":0.2859716060308785,"score_spread":0.266208877788138,"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."}}