{"id":"W2280481990","doi":"10.4271/2005-01-0241","title":"A Note on Premixed Flame-Turbulence Interactions","year":2005,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Premixed flame; Mechanics; Statistical physics; Combustion; Physics; Computer science; Environmental science; Aerospace engineering; Engineering; Chemistry; Combustor; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003081952,0.000787379,0.0007310993,0.000299389,0.0003012675,0.0001283194,0.0009257542,0.0006548777,0.001017419],"category_scores_gemma":[0.0004968297,0.0007400305,0.0004603253,0.0007323652,0.0004799991,0.0005360257,0.0002406339,0.00212103,0.0008786579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007214731,"about_ca_system_score_gemma":0.00005111995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009558134,"about_ca_topic_score_gemma":0.04422642,"domain_scores_codex":[0.9964428,0.00007865697,0.0009562536,0.0009022048,0.0007184321,0.0009016459],"domain_scores_gemma":[0.9974445,0.0004894815,0.0001163303,0.001440112,0.0000878156,0.0004217371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002004008,0.0003349399,0.00001847044,0.00004608511,0.00004219898,0.00003546456,0.00005175333,0.004701978,0.9456562,0.01125107,0.008883148,0.02877828],"study_design_scores_gemma":[0.0008150934,0.0006864792,0.6387796,0.0004106182,0.00008040775,0.0001659779,0.00005603613,0.00005788228,0.0003227436,0.0008926145,0.3565739,0.001158581],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6103493,0.0004479263,0.00006224416,0.01325577,0.001850632,0.002029898,0.0001957867,0.01876553,0.3530429],"genre_scores_gemma":[0.9908732,0.0004696467,0.004455387,0.001948788,0.000328877,0.0002607093,0.00005321816,0.0001698971,0.001440238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9453335,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00848611250961409,"score_gpt":0.2402654042625,"score_spread":0.2317792917528859,"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."}}