{"id":"W1966045001","doi":"10.3826/jhr.2008.3162","title":"3-D numerical modeling of supercritical flow in gradual expansions","year":2008,"lang":"en","type":"article","venue":"Journal of Hydraulic Research","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Supercritical fluid; Supercritical flow; Flow (mathematics); Mechanics; Geology; Numerical modeling; Physics; Thermodynamics; Geophysics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002639105,0.0004204898,0.0004978983,0.000437903,0.0005161096,0.0007503154,0.0007778221,0.000913889,0.001391911],"category_scores_gemma":[0.0006311481,0.0003821606,0.0007548786,0.0003242265,0.0007260532,0.0003738986,0.0006543011,0.000526391,0.0002361126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007431078,"about_ca_system_score_gemma":0.001235294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008581724,"about_ca_topic_score_gemma":0.005372853,"domain_scores_codex":[0.9998717,0.00002306867,0.000008004546,0.00001739681,0.00005273603,0.00002711149],"domain_scores_gemma":[0.9997308,0.0001245298,0.00003805087,0.0000271208,0.00004938055,0.0000302319],"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":[0.00002199783,0.00001968066,0.0006074012,0.00001416604,0.000004608753,0.00005575366,0.00003812537,0.9893272,0.006388407,0.001929652,0.00007174159,0.001521367],"study_design_scores_gemma":[0.000006133772,0.00001110227,0.0002429117,0.000002662021,0.000001794961,0.0000123755,0.00000636613,0.9980952,0.001105898,0.0002063577,0.0003021486,0.000006925807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5860505,0.0003325233,0.3941069,0.000201014,0.00007484619,0.0001713712,0.0004452128,0.0006724494,0.01794527],"genre_scores_gemma":[0.9643024,0.0002741932,0.0322163,0.00002756114,0.00001300434,0.0001607194,0.0001650244,0.00004364677,0.002797131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008581724,"threshold_uncertainty_score":0.01706356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06587517917406517,"score_gpt":0.3273953414559017,"score_spread":0.2615201622818366,"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."}}