{"id":"W2962869701","doi":"10.1002/cjce.23602","title":"CFD study on the flow distribution of an annular multi‐hole nozzle","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Nozzle; Inlet; Mechanics; Volume of fluid method; Volumetric flow rate; Flow (mathematics); Materials science; Volume (thermodynamics); Discharge coefficient; Distribution uniformity; Uniform distribution (continuous); Mechanical engineering; Thermodynamics; Engineering; Physics; Composite material; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003559914,0.0002807886,0.000508454,0.0005427879,0.000429179,0.0006003292,0.0002972163,0.0006204232,0.0007742569],"category_scores_gemma":[0.0005849788,0.0001756457,0.000424318,0.0003620007,0.0004399112,0.0004817425,0.000223894,0.0002557534,0.00009651927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052988,"about_ca_system_score_gemma":0.0006654888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006062115,"about_ca_topic_score_gemma":0.001899733,"domain_scores_codex":[0.99984,0.00001778257,0.00001159748,0.00004997209,0.00004687165,0.00003380349],"domain_scores_gemma":[0.9997062,0.0001210198,0.00003415168,0.00001869374,0.00009297859,0.00002684746],"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":[0.0006280318,0.0003197182,0.04003405,0.0002913036,0.00004823346,0.002583941,0.0007794035,0.4232287,0.4776592,0.005259346,0.001965264,0.04720294],"study_design_scores_gemma":[0.00005121235,0.0002059878,0.01384147,0.00002041423,0.00002074089,0.0001940506,0.0001500107,0.9442942,0.03935551,0.0003573598,0.001459393,0.00004974011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663468,0.0005477256,0.02823457,0.0001196451,0.00007578824,0.00004723113,0.0002034161,0.0002588335,0.004165959],"genre_scores_gemma":[0.9951206,0.0001116692,0.00399563,0.00001163136,0.00000593807,0.000008102598,0.00006706163,0.000009164536,0.0006702509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006062115,"threshold_uncertainty_score":0.01205367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423623437600795,"score_gpt":0.1730614409370541,"score_spread":0.1588252065610462,"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."}}