{"id":"W4301277230","doi":"","title":"Determination of Criteria for Flame Stability in an Annular Trapped Vortex Combustor","year":2015,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Combustor; Vortex; Mechanics; Materials science; Stability (learning theory); Aerospace engineering; Combustion; Physics; Computer science; Chemistry; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002185674,0.0002243771,0.0003553886,0.0002822361,0.00003240582,0.00005310332,0.0004356642,0.0002627558,0.0003119618],"category_scores_gemma":[0.0003802442,0.0002671262,0.00008213517,0.000275088,0.0001051808,0.0001033878,0.00005726927,0.0001834693,0.000005727895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174056,"about_ca_system_score_gemma":0.00007701889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623094,"about_ca_topic_score_gemma":0.007911436,"domain_scores_codex":[0.9979392,0.0009444554,0.0004080403,0.0003048884,0.000197269,0.0002061889],"domain_scores_gemma":[0.9977664,0.0002413511,0.0001713413,0.0009651682,0.0007457308,0.0001099797],"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":[0.0002854075,0.007146107,0.009384735,0.01041324,0.0004059537,0.00002288872,0.07718245,0.001126438,0.04904461,0.06074715,0.1904899,0.5937511],"study_design_scores_gemma":[0.001788153,0.00000248085,0.001915335,0.00136466,0.00005576176,0.000002929889,0.0002737405,0.8342045,0.005514174,0.001169303,0.1529432,0.0007657624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07151814,0.001880357,0.6521116,0.000577402,0.0009705807,0.002465557,0.001375648,0.00133929,0.2677615],"genre_scores_gemma":[0.7228644,0.0005954655,0.1488991,0.00004476241,0.0001048298,0.000286746,0.005563625,0.001069715,0.1205713],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8330781,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776743252108095,"score_gpt":0.2449833492518591,"score_spread":0.2272159167307782,"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."}}