{"id":"W1963574552","doi":"10.1061/(asce)0733-9429(2008)134:6(688)","title":"Computational and Experimental Study of Surcharged Flow at a 90° Combining Sewer Junction","year":2008,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computational fluid dynamics; Turbulence; Inflow; Mechanics; Air entrainment; Flow (mathematics); Entrainment (biomusicology); Flow conditions; Computational model; Fluid dynamics; Marine engineering; Environmental science; Geology; Simulation; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005284967,0.0004141481,0.001045323,0.0005367914,0.000844995,0.0007489998,0.000600107,0.0008449563,0.001179578],"category_scores_gemma":[0.0006748536,0.0002187387,0.0004175467,0.0006289275,0.0008305031,0.0004727463,0.0005238056,0.0006142893,0.0001235078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003853705,"about_ca_system_score_gemma":0.0005985202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003501174,"about_ca_topic_score_gemma":0.003134918,"domain_scores_codex":[0.9996712,0.00003809777,0.00003000767,0.00008952656,0.00010803,0.00006304545],"domain_scores_gemma":[0.999356,0.000266332,0.00005595644,0.00008752946,0.0001236143,0.0001105271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001829084,0.00205281,0.04206667,0.0002940435,0.00007736593,0.002445841,0.001243046,0.442603,0.4806978,0.00248118,0.0007296546,0.0234796],"study_design_scores_gemma":[0.0001332349,0.002079841,0.0414809,0.00001889941,0.00005864042,0.0002054688,0.0007287847,0.8182267,0.1355283,0.0004006856,0.001030322,0.000108203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978605,0.00002433595,0.001387871,0.00001491609,0.000009726996,0.00001475888,0.00008315383,0.0000451679,0.0005595215],"genre_scores_gemma":[0.9981238,0.00002521241,0.001549536,0.000003470824,0.000002083824,0.00001116588,0.00007673085,0.00000439668,0.0002034223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003501174,"threshold_uncertainty_score":0.006961584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008585484941253586,"score_gpt":0.2038882738145487,"score_spread":0.1953027888732951,"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."}}