{"id":"W4313892830","doi":"10.1103/physreve.107.015102","title":"Simple criterion of importance of laminar flame instabilities in premixed turbulent combustion of mixtures characterized by low Lewis numbers","year":2023,"lang":"en","type":"article","venue":"Physical review. E","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Laminar flow; Laminar flame speed; Turbulence; Lewis number; Mechanics; Premixed flame; Materials science; Combustion; Diffusion flame; Flame speed; Flame structure; Eddy; Thermodynamics; Chemistry; Physics; Combustor; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000163777,0.0001317523,0.0005401107,0.00005621865,0.000007324557,0.00000286819,0.0001140263,0.00003568421,0.00002480441],"category_scores_gemma":[0.00008890821,0.0001278189,0.0001309728,0.0003946397,0.00006421073,0.00008752139,0.00002999185,0.000113385,0.000004181626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003958565,"about_ca_system_score_gemma":0.0000106783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001659496,"about_ca_topic_score_gemma":0.000008626571,"domain_scores_codex":[0.9989979,0.00004869049,0.0004993505,0.0001263986,0.0001815771,0.0001461196],"domain_scores_gemma":[0.9994515,0.0001021327,0.000130435,0.000222091,0.00006065423,0.00003318391],"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":[0.0001077978,0.0006157245,0.009630771,0.04123965,0.00008896448,0.000005483745,0.001597521,0.005721202,0.9134623,0.001687624,0.003379593,0.02246335],"study_design_scores_gemma":[0.003622133,0.0005597597,0.1469018,0.01555763,0.0002931036,0.000004923056,0.0005139553,0.551187,0.2640421,0.006992815,0.008681415,0.001643352],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977545,0.001482725,0.0001256532,0.00005186239,0.00004874161,0.0003307521,0.00007509066,0.00005826886,0.00007236806],"genre_scores_gemma":[0.993544,0.006158878,0.00002350652,0.00002106185,0.00001734817,0.00003625729,0.0001666288,0.00001818375,0.00001410257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6494202,"threshold_uncertainty_score":0.5212303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00853644563326456,"score_gpt":0.2676757908776295,"score_spread":0.259139345244365,"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."}}