{"id":"W4389435723","doi":"10.1063/5.0172083","title":"Control device for improving swirl flame stabilization","year":2023,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Combustor; Materials science; Mechanics; Particle image velocimetry; Combustion; Turbulence; Premixed flame; Flame speed; Flame structure; Physics; 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":[0.0006717541,0.00008940573,0.000188648,0.0001240353,0.00007938464,0.00003826417,0.0001450265,0.00002946748,0.0000453171],"category_scores_gemma":[0.0001218027,0.00008703178,0.00008085565,0.000667052,0.00004190988,0.0001259963,0.00002239674,0.0000424425,0.00006925235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005595201,"about_ca_system_score_gemma":0.00002744656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001157615,"about_ca_topic_score_gemma":0.000003703608,"domain_scores_codex":[0.9991009,0.00001424367,0.0003400999,0.0001585774,0.0001983875,0.0001877573],"domain_scores_gemma":[0.9995012,0.00002731977,0.00006796653,0.0002251731,0.0001352216,0.00004307506],"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":[0.0000060698,0.0000342348,0.0007184491,0.03756531,0.00004829896,5.041514e-7,0.00009622634,0.001342804,0.02839864,0.0017332,0.004769531,0.9252867],"study_design_scores_gemma":[0.000644355,0.00002126487,0.0005342338,0.002316013,0.00006151626,0.000001065033,0.00002996634,0.9526481,0.001997265,0.0001265969,0.04142975,0.0001898596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801152,0.002241719,0.009499257,0.0001621659,0.00419851,0.002058068,0.0002699383,0.0005333255,0.0009217515],"genre_scores_gemma":[0.9974701,0.001386788,0.0004810439,0.00005701423,0.00002279183,0.00005954993,0.0002034889,0.00001981453,0.000299428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9513053,"threshold_uncertainty_score":0.3549053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513843813392717,"score_gpt":0.2514853290037372,"score_spread":0.23634689086981,"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."}}