{"id":"W1999400112","doi":"10.2514/1.j052548","title":"Atomization of Liquid Jet in High-Pressure and High-Temperature Subsonic Crossflow","year":2014,"lang":"en","type":"article","venue":"AIAA Journal","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mechanics; Jet (fluid); Reynolds number; Penetration (warfare); Materials science; Weber number; Spray characteristics; Plume; Thermodynamics; Spray nozzle; Nozzle; Physics; Turbulence; Mathematics","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":[0.0001874621,0.00009890796,0.0001811164,0.0000928678,0.00004214368,0.0000472214,0.00007589577,0.0001135121,0.00005671011],"category_scores_gemma":[0.00001021113,0.0000869052,0.00002901877,0.00009693049,0.0000209693,0.0001257419,0.000007856413,0.0002954513,0.000002080605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001461814,"about_ca_system_score_gemma":0.00001342784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002130287,"about_ca_topic_score_gemma":0.00009267696,"domain_scores_codex":[0.9994192,0.00002594652,0.0002169781,0.00007670494,0.0001051877,0.0001559555],"domain_scores_gemma":[0.999769,0.00002402493,0.00001362694,0.00008861911,0.00004304763,0.00006169198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003722915,0.0001249689,0.04298518,0.0006638513,0.0003143432,0.00004498872,0.001567756,0.3675402,0.5291826,0.05178603,0.002537035,0.00288086],"study_design_scores_gemma":[0.01006318,0.000907725,0.362907,0.0008208533,0.0002306029,0.0003123013,0.00006451651,0.5489315,0.06312653,0.006381375,0.005129666,0.001124687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961568,0.001017488,0.002230426,0.0001772356,0.0002824703,0.00004431753,0.000009453577,0.00002027198,0.00006155399],"genre_scores_gemma":[0.9985743,0.0007330146,0.000481669,0.00003124297,0.0001341655,0.000001270372,0.000005530831,0.0000215628,0.00001724027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.466056,"threshold_uncertainty_score":0.3543891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002388712748451911,"score_gpt":0.1762169806216901,"score_spread":0.1738282678732382,"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."}}