{"id":"W3211426586","doi":"10.1016/j.jcp.2021.110851","title":"An arbitrary Lagrangian-Eulerian method for simulating interfacial dynamics between a hydrogel and a fluid","year":2021,"lang":"en","type":"article","venue":"Journal of Computational Physics","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Finite element method; Materials science; Mechanics; Eulerian path; Convergence (economics); Fluid dynamics; Newtonian fluid; Flow (mathematics); Computer science; Lagrangian; Mathematics; Physics; Mathematical analysis; Thermodynamics","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":[0.0005096986,0.0003399632,0.00043444,0.0003349884,0.00064708,0.0005259003,0.001552973,0.001166217,0.00187913],"category_scores_gemma":[0.001151085,0.000292378,0.0003791682,0.0003926337,0.0009168722,0.0006590337,0.0009608791,0.0007592345,0.0001649284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000608188,"about_ca_system_score_gemma":0.001409303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005732015,"about_ca_topic_score_gemma":0.006292919,"domain_scores_codex":[0.9998875,0.00003393478,0.000006174769,0.00001249726,0.00004031719,0.00001961533],"domain_scores_gemma":[0.9996856,0.0001371171,0.00003297308,0.00002940087,0.00006248085,0.00005245793],"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":[0.0001169699,0.0001769317,0.00119269,0.00008420642,0.00002377909,0.0001640667,0.00008512031,0.9386984,0.007785969,0.03830579,0.0005075484,0.01285861],"study_design_scores_gemma":[0.00001296173,0.00001091191,0.0000378831,0.000001682349,0.000002016616,0.000006208771,0.000004697755,0.998785,0.0002795248,0.0006899362,0.0001666125,0.000002677109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2720266,0.0002373887,0.7111809,0.0005431639,0.0002372179,0.000147191,0.000131244,0.0003119244,0.01518438],"genre_scores_gemma":[0.7453784,0.0001339142,0.248196,0.0002002195,0.00004227084,0.0002141627,0.00009993591,0.0001455344,0.005589546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005732015,"threshold_uncertainty_score":0.0113973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091577621576788,"score_gpt":0.3090388369692789,"score_spread":0.288123060753511,"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."}}