{"id":"W3163828648","doi":"10.1088/1755-1315/770/1/012010","title":"Simulation research on the flow field performance of the supersonic separator for natural gas","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Separator (oil production); Natural gas; Nozzle; Supersonic speed; Wet gas; Natural-gas processing; Choked flow; Mechanics; Natural gas field; Petroleum engineering; Mechanical engineering; Chemistry; Thermodynamics; Engineering; Waste management; Physics","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":[0.0002785597,0.0004715839,0.0004517001,0.0004912541,0.0006754127,0.0006322152,0.0004900509,0.0008264013,0.003024011],"category_scores_gemma":[0.0005947197,0.0002275726,0.0006294181,0.0004348837,0.0004129481,0.0005018174,0.000313719,0.000419339,0.0002239653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378146,"about_ca_system_score_gemma":0.0009530917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100149,"about_ca_topic_score_gemma":0.007228091,"domain_scores_codex":[0.9998574,0.00002524339,0.000007916113,0.00002611898,0.00004373926,0.00003953277],"domain_scores_gemma":[0.9996953,0.0001391474,0.00002818536,0.0000202093,0.0000949597,0.00002213853],"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":[0.0001587798,0.0001027185,0.003964235,0.00009697811,0.00001746409,0.0001397353,0.0001072171,0.978153,0.009524048,0.001516845,0.0005989847,0.005619977],"study_design_scores_gemma":[0.00001458853,0.00004133832,0.000649075,0.000004130614,0.000005105679,0.000008402561,0.00002479047,0.9966124,0.002258169,0.0001115364,0.0002644332,0.000006087321],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265127,0.0003083916,0.0517082,0.0002896148,0.0000950217,0.00009839188,0.000691205,0.0007069725,0.01958951],"genre_scores_gemma":[0.9938825,0.0001037814,0.003438398,0.000015724,0.000005023259,0.00004755982,0.0002519005,0.00002597505,0.002229164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02100149,"threshold_uncertainty_score":0.04175848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956555242855776,"score_gpt":0.2456883266267249,"score_spread":0.2261227741981672,"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."}}