{"id":"W1987650903","doi":"10.1016/s0010-2180(99)00091-7","title":"Asymptotic and numerical study of the stabilization of diffusion flames by hot gas","year":2000,"lang":"en","type":"article","venue":"Combustion and Flame","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Compute Canada","funders":"","keywords":"Diffusion; Diffusion flame; Mechanics; Gaseous diffusion; Thermodynamics; Chemistry; Materials science; Combustion; Physics; Physical chemistry; Combustor","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006587169,0.00009369503,0.0001523062,0.00003661015,0.00004928155,0.00001153584,0.00006043905,0.00004800733,0.0001080506],"category_scores_gemma":[0.00001662124,0.00007387495,0.0000224146,0.0001642414,0.00006525108,0.00005021674,0.00002514146,0.00008624551,0.000001258146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001423326,"about_ca_system_score_gemma":0.000004434588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000122438,"about_ca_topic_score_gemma":0.000006811224,"domain_scores_codex":[0.9994321,0.00004265937,0.0002135274,0.0001049363,0.00012546,0.00008126181],"domain_scores_gemma":[0.9997115,0.00003663967,0.00003486057,0.0001489787,0.0000294167,0.00003858075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003863612,0.002460365,0.2637703,0.0008333544,0.0002066341,0.000002789193,0.01713579,0.1574249,0.06704167,0.002389521,0.003022601,0.4853258],"study_design_scores_gemma":[0.001819956,0.000294765,0.2253257,0.00007722864,0.00007544528,0.000007519468,0.001094149,0.7690402,0.001076852,0.0001758205,0.0007801156,0.0002321635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967774,0.000190337,0.002409955,0.00003909812,0.00008426284,0.0002020708,0.000006199527,0.000045337,0.0002453065],"genre_scores_gemma":[0.99954,0.0002328329,0.00002484768,0.0000123933,0.000008206912,0.000003536604,0.000006789282,0.00001113114,0.0001602587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6116154,"threshold_uncertainty_score":0.3012533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004542176123552623,"score_gpt":0.1868518737044868,"score_spread":0.1823096975809342,"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."}}