{"id":"W4233680081","doi":"10.1080/00221686.2008.9521899","title":"Comparison between the two-component pressure approach and current transient flow solvers","year":2008,"lang":"en","type":"article","venue":"Journal of Hydraulic Research","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Component (thermodynamics); Transient (computer programming); Current (fluid); Flow (mathematics); Transient flow; Mechanics; Computer science; Geology; Physics; Geomorphology; Thermodynamics; Surge","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":[0.001273823,0.0007215566,0.00118332,0.0008011311,0.0007771412,0.002031103,0.002392201,0.001867158,0.01026659],"category_scores_gemma":[0.006945805,0.0003602791,0.000802636,0.001195767,0.0006281323,0.002781433,0.001693369,0.001717497,0.002208861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006621409,"about_ca_system_score_gemma":0.001691284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008074054,"about_ca_topic_score_gemma":0.00725854,"domain_scores_codex":[0.9993124,0.0002213408,0.00004288563,0.00006190733,0.0002977109,0.0000637428],"domain_scores_gemma":[0.9964119,0.001797423,0.0001039924,0.0003796919,0.001131521,0.000175608],"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":[0.001261509,0.0008458786,0.003460724,0.0007013212,0.0002444511,0.0002847332,0.0004392765,0.5695295,0.009618112,0.05769212,0.01775618,0.3381661],"study_design_scores_gemma":[0.0000707174,0.00007263888,0.00023627,0.00002052502,0.00002046423,0.0000353539,0.00005119345,0.9932018,0.001715233,0.001888404,0.002671216,0.00001616336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0656186,0.001450402,0.8867612,0.00164229,0.001025548,0.0002042298,0.0003942839,0.005028491,0.03787488],"genre_scores_gemma":[0.6306378,0.001784528,0.3479503,0.0005727761,0.0004757228,0.0003506282,0.00100617,0.002744879,0.01447723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01026659,"threshold_uncertainty_score":0.03434509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06570937047109103,"score_gpt":0.3408714423070311,"score_spread":0.2751620718359401,"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."}}