{"id":"W2067011006","doi":"10.1115/gt2009-59035","title":"Further Developments of a Variable Fuel Flow Automatic Mixing Valve for Prescribed Injection Ratio","year":2009,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diesel fuel; Body orifice; Materials science; Fuel oil; Nozzle; Emulsion; Emulsified fuel; Mixing (physics); Volumetric flow rate; Petroleum engineering; Fuel injection; Turbine; Gasoline; Vapor lock; Thrust specific fuel consumption; Viscosity; Environmental science; Mechanics; Waste management; Mechanical engineering; Engineering; Chemical engineering; Chemistry; Composite material; Combustion chamber; Combustion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490711,0.0006519063,0.0006108519,0.0005982227,0.0002462335,0.0008380421,0.002345878,0.0009013939,0.004287003],"category_scores_gemma":[0.001326659,0.0003370334,0.0008826357,0.0003148681,0.0002836515,0.0007127685,0.0004092157,0.001121072,0.001368354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220273,"about_ca_system_score_gemma":0.0005754744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007682428,"about_ca_topic_score_gemma":0.0004434298,"domain_scores_codex":[0.9992267,0.000106076,0.00006534839,0.0001429856,0.0003959306,0.00006287503],"domain_scores_gemma":[0.9992168,0.0002462071,0.00006667158,0.0001637291,0.0002553527,0.00005113184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004412004,0.0004767171,0.001687612,0.0006592913,0.00005601029,0.0002981433,0.0001843034,0.01038437,0.770351,0.008983599,0.001274794,0.2052028],"study_design_scores_gemma":[0.0002591092,0.002595178,0.004806243,0.00007984393,0.0001606417,0.001083365,0.00003188658,0.2026922,0.6442496,0.001403946,0.1424343,0.0002035391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0805344,0.00132024,0.9044896,0.0001802144,0.0006968651,0.0005724066,0.0002683548,0.00510641,0.00683131],"genre_scores_gemma":[0.5066963,0.0006365771,0.480561,0.0001331148,0.0001937724,0.0003744289,0.000480184,0.0003497995,0.01057478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004287003,"threshold_uncertainty_score":0.01434147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006875367008163452,"score_gpt":0.2007504854859219,"score_spread":0.1938751184777585,"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."}}