{"id":"W2901290654","doi":"10.3390/w10111698","title":"Analysis of Pressure Transient Following Rapid Filling of a Vented Horizontal Pipe","year":2018,"lang":"en","type":"article","venue":"Water","topic":"Water Systems and Optimization","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Body orifice; Mechanics; Cabin pressurization; Oscillation (cell signaling); Overpressure; Transient (computer programming); Airflow; Fluent; Atmospheric pressure; Orifice plate; Pressure wave; Materials science; Environmental science; Geotechnical engineering; Computational fluid dynamics; Geology; Chemistry; Meteorology; Engineering; Thermodynamics; Physics; Composite material; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002060361,0.0002264475,0.0003353511,0.0003704067,0.0002114496,0.0002768261,0.0003082954,0.0004484173,0.0009039643],"category_scores_gemma":[0.0005027606,0.000146828,0.0002393735,0.0002536137,0.0003526712,0.000370269,0.0002429286,0.0003399176,0.00008795794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218469,"about_ca_system_score_gemma":0.0002374342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075679,"about_ca_topic_score_gemma":0.001074372,"domain_scores_codex":[0.9999094,0.00001082549,0.000005008288,0.00002030315,0.00003366223,0.00002085953],"domain_scores_gemma":[0.9997836,0.0001097635,0.00004276891,0.0000133207,0.00003384784,0.00001674906],"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":[0.001122202,0.0004299351,0.04416943,0.0006462464,0.000117909,0.004491445,0.0009526827,0.47358,0.4086811,0.003654837,0.001613972,0.06054024],"study_design_scores_gemma":[0.000006685331,0.0001558222,0.0128229,0.000005632287,0.000008168713,0.00008397636,0.0001109643,0.9720504,0.01431157,0.0001805819,0.0002478293,0.00001546422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701947,0.0001219713,0.0276564,0.00007955632,0.00001441931,0.00002376825,0.0001174029,0.0002738346,0.001517828],"genre_scores_gemma":[0.9987398,0.00002250114,0.0009382532,0.000003578159,0.00000172012,0.000006643425,0.0000343982,0.000007113881,0.0002461086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002075679,"threshold_uncertainty_score":0.004127204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006360124613621459,"score_gpt":0.1873208264204872,"score_spread":0.1809607018068657,"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."}}