{"id":"W4387775453","doi":"10.1063/5.0173360","title":"Modeling of the spray-induced wall stress acting on the ignition assistance device","year":2023,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Army Research Laboratory; Argonne National Laboratory; New York University Abu Dhabi; Office of Science; University of Chicago; York University; U.S. Department of Energy","keywords":"Ignition system; Mechanics; Physics; Propulsion; Stress (linguistics); Impulse (physics); Combustion; Mechanical engineering; Aerospace engineering; Engineering; Classical mechanics; Thermodynamics","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":[0.0001018412,0.0000757757,0.00008980335,0.00001862231,0.00005358671,0.000009300869,0.0001668471,0.00002730795,0.000002955977],"category_scores_gemma":[0.00002984374,0.00005421972,0.000065612,0.0002971595,0.00001363786,0.00005433731,0.00003004548,0.0001414559,0.000006771516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002481138,"about_ca_system_score_gemma":0.000009471744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001022604,"about_ca_topic_score_gemma":0.000009722599,"domain_scores_codex":[0.9995,0.00001858563,0.0001408328,0.00006930999,0.0001680869,0.0001031546],"domain_scores_gemma":[0.9995629,0.0001003754,0.00002808737,0.0002374398,0.00005884694,0.00001233112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000512255,0.00001948503,0.0001017478,0.0000941702,0.00002919725,1.763716e-7,0.0006289964,0.8511907,0.1336345,0.01020694,0.00003741531,0.004051534],"study_design_scores_gemma":[0.00006678897,0.000005962184,0.0003519552,0.000116608,0.00001073109,5.071662e-8,0.000220945,0.9495904,0.04851323,0.001055749,0.00001047798,0.00005713886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898075,0.000009449932,0.007767576,0.0001230138,0.000164033,0.00008096306,0.00001493574,0.00008509808,0.001947392],"genre_scores_gemma":[0.9998245,0.00001325156,0.00004731972,0.00002382194,0.0000483985,0.000005501633,0.000006027481,0.00001710673,0.00001405927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09839967,"threshold_uncertainty_score":0.2211016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785517007175046,"score_gpt":0.2461031984694649,"score_spread":0.2082480283977144,"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."}}