{"id":"W2029846432","doi":"10.1115/1.4025326","title":"Implementation and Validation of a 1D Fluid Model for Collapsible Channels","year":2013,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inviscid flow; Discretization; Fluid mechanics; Solver; Fluid dynamics; Mechanics; Flow (mathematics); Closing (real estate); Fluid–structure interaction; Computational fluid dynamics; Geometry; Solid mechanics; Mathematics; Physics; Mathematical analysis; Finite element method; Mathematical optimization","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":[0.0006389113,0.0006700366,0.0008762137,0.000579406,0.0006985079,0.001283163,0.001675193,0.001626052,0.002894116],"category_scores_gemma":[0.00211634,0.0004249243,0.0007010812,0.0004524625,0.000677222,0.0005794863,0.001006039,0.0008077657,0.0005470419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008097034,"about_ca_system_score_gemma":0.002503455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010952,"about_ca_topic_score_gemma":0.003931865,"domain_scores_codex":[0.9995486,0.0000798929,0.00003421081,0.0000594075,0.0002030726,0.0000747669],"domain_scores_gemma":[0.9990557,0.0003558113,0.0000965544,0.0001586018,0.0002549737,0.00007831961],"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":[0.00003576084,0.00006090152,0.0009600807,0.00004825474,0.000007992962,0.00009736855,0.00005888649,0.9857393,0.005177435,0.003332822,0.0002978722,0.00418343],"study_design_scores_gemma":[0.00001377405,0.00002890403,0.0001666526,0.000006617117,0.000002416205,0.00002030364,0.000009821074,0.9964217,0.002087629,0.0002892326,0.0009425508,0.00001043904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4135793,0.0004047012,0.5607899,0.0006020259,0.0002957973,0.0005346735,0.002345568,0.002743135,0.0187049],"genre_scores_gemma":[0.8047835,0.0003815931,0.1883922,0.00009014728,0.00002579656,0.0006657444,0.001249483,0.0002755434,0.004135922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01010952,"threshold_uncertainty_score":0.02010137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373120668182017,"score_gpt":0.2726040870273286,"score_spread":0.2488728803455085,"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."}}