{"id":"W2368558112","doi":"","title":"Structure design and numerical simulation of novel supersonic swirling separator","year":2010,"lang":"en","type":"article","venue":"Zhongguo Shiyou Daxue xuebao. Ziran kexue ban","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Separator (oil production); Nozzle; Supersonic speed; Mechanics; Shock wave; Overall pressure ratio; Diffuser (optics); Mach number; Materials science; Choked flow; Mechanical engineering; Engineering; Physics; Gas compressor; Thermodynamics; Optics","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":[0.0002914473,0.0005759523,0.0007687118,0.0004475291,0.0009663777,0.0008470519,0.0009342965,0.001440927,0.004026511],"category_scores_gemma":[0.0004777858,0.0003934486,0.0006045717,0.0003554129,0.000624248,0.0005088943,0.000502827,0.0004640697,0.0004010581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008412388,"about_ca_system_score_gemma":0.001409757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540404,"about_ca_topic_score_gemma":0.006940626,"domain_scores_codex":[0.9998477,0.0000234972,0.000006649893,0.00002306407,0.00004749341,0.00005163233],"domain_scores_gemma":[0.9997941,0.00006439874,0.00003359468,0.00001319143,0.00006275337,0.00003196447],"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":[0.00006772909,0.00004398205,0.001347952,0.00006505683,0.00001412,0.0001508348,0.00007198759,0.985823,0.006913511,0.002595244,0.0003992504,0.002507453],"study_design_scores_gemma":[0.000014423,0.00001542064,0.0001528556,0.00000205322,0.000002429303,0.000005974275,0.00001262793,0.9987685,0.0006397066,0.0001369493,0.0002453356,0.000003605003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7302795,0.0005029628,0.2136711,0.0006211597,0.0002001096,0.0002431077,0.0007265224,0.001104281,0.05265118],"genre_scores_gemma":[0.9622653,0.0001918198,0.03028151,0.00006131263,0.00001335412,0.0002603247,0.0003020451,0.00006753761,0.006556936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540404,"threshold_uncertainty_score":0.03062874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508745887172478,"score_gpt":0.2443005095389731,"score_spread":0.2292130506672483,"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."}}