{"id":"W3000168266","doi":"10.3390/su12020488","title":"Study on Supersonic Dehydration Efficiency of High Pressure Natural Gas","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Separator (oil production); Cyclonic separation; Mechanics; Supersonic speed; Dewatering; Natural gas; Materials science; Inertia; Nozzle; Computer simulation; Environmental science; Thermodynamics; Mechanical engineering; Engineering; Physics; Waste management; Classical mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220696,0.000124496,0.0001856346,0.00003054201,0.00004006686,0.00001362334,0.0001205853,0.00006350251,0.00001301139],"category_scores_gemma":[0.000214008,0.0001158099,0.00005460921,0.0002511998,0.00003606003,0.00007808192,0.00003054342,0.0002415206,0.000002860219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462869,"about_ca_system_score_gemma":0.00005608122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007085304,"about_ca_topic_score_gemma":0.0000246425,"domain_scores_codex":[0.9991931,0.00004431422,0.0002011558,0.0002032728,0.0001736085,0.0001845338],"domain_scores_gemma":[0.9994868,0.00003816754,0.00001818508,0.0002405431,0.0001571497,0.0000591618],"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":[0.0005363473,0.001844514,0.1440203,0.002217213,0.0002962677,0.00006904122,0.04582826,0.7798471,0.004299677,0.01286044,0.001498142,0.006682652],"study_design_scores_gemma":[0.001862907,0.002042741,0.2632978,0.00001278155,0.0001369731,0.000001668709,0.01034512,0.7150469,0.003986993,0.001783087,0.0008273161,0.0006556882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978967,0.0001485301,0.0006603515,0.0002987947,0.0001375266,0.0005718277,0.000009160436,0.0001474285,0.0001297289],"genre_scores_gemma":[0.9998603,0.000001942714,0.0000210571,0.0000244466,0.00004256502,0.00001227812,0.000005496527,0.00001433002,0.00001757441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192775,"threshold_uncertainty_score":0.472259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005420642938073178,"score_gpt":0.2216876982318008,"score_spread":0.2162670552937277,"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."}}