{"id":"W2117549367","doi":"10.1002/fld.181","title":"A Lagrangian boundary element approach to transient three‐dimensional free surface flow in thin cavities","year":2001,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Free surface; Mechanics; Laplace's equation; Flow (mathematics); Laplace transform; Computation; Boundary element method; Plane (geometry); Domain (mathematical analysis); Finite element method; Surface (topology); Geometry; Boundary value problem; Boundary (topology); Mathematics; Classical mechanics; 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":[0.0006145744,0.0004446961,0.0008403919,0.000687008,0.0004889302,0.0008722064,0.001030567,0.00133767,0.002230955],"category_scores_gemma":[0.0009227471,0.000454223,0.0006800801,0.0002890269,0.001221849,0.0005525218,0.001147056,0.0008187325,0.0005691761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005655147,"about_ca_system_score_gemma":0.0008869214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003011739,"about_ca_topic_score_gemma":0.001808507,"domain_scores_codex":[0.9998286,0.00005604957,0.000007215706,0.0000127746,0.0000751547,0.00002007966],"domain_scores_gemma":[0.9997082,0.0001326714,0.00003190989,0.00002525037,0.00007065167,0.00003117861],"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":[0.00003084447,0.00005936939,0.0002226341,0.00005640812,0.00001054877,0.0001015818,0.0001388361,0.9379465,0.008956389,0.04017328,0.0003088876,0.01199474],"study_design_scores_gemma":[0.000006247436,0.000008510047,0.00001681626,0.000005538882,0.000001009467,0.000006348113,0.000006460934,0.9971327,0.0004165885,0.001868842,0.0005279584,0.00000302021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01866744,0.0001393947,0.9764881,0.0001359242,0.00004178811,0.00005415241,0.00002866793,0.0002089065,0.004235649],"genre_scores_gemma":[0.522964,0.000476645,0.4629869,0.0001480771,0.00006598827,0.0005222575,0.0001520676,0.0003326051,0.01235155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003011739,"threshold_uncertainty_score":0.007463217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479350034069953,"score_gpt":0.3250178321913417,"score_spread":0.3002243318506422,"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."}}