{"id":"W2739171131","doi":"10.1145/3072959.3073628","title":"Variational stokes","year":2017,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autodesk (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solver; Grid; Rope; Computer science; Stokes flow; Animation; Boundary value problem; Viscosity; Instability; Surface (topology); GRASP; Regular grid; Viscous liquid; Surface tension; Mechanics; Applied mathematics; Mathematics; Mathematical optimization; Mathematical analysis; Algorithm; Physics; Computer graphics (images); Geometry; Flow (mathematics)","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":[0.0006916146,0.0008981319,0.0007860397,0.001062942,0.001022561,0.002281823,0.001685564,0.001373384,0.01329228],"category_scores_gemma":[0.002183137,0.0006046889,0.001319994,0.0006269173,0.001372152,0.001780964,0.003380109,0.001856571,0.003239789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251047,"about_ca_system_score_gemma":0.001710796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004653519,"about_ca_topic_score_gemma":0.004242951,"domain_scores_codex":[0.9993802,0.0001273049,0.00002966513,0.0001190188,0.0002719681,0.00007176775],"domain_scores_gemma":[0.9995105,0.0001209821,0.00004916055,0.00009659734,0.0001635919,0.00005904308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002141685,0.00002227182,0.0004902373,0.0001108776,0.00002675059,0.00008195109,0.0001905656,0.06159331,0.005200405,0.8839218,0.009074594,0.03926582],"study_design_scores_gemma":[0.00002447786,0.00003126308,0.0002288451,0.00004196146,0.00001213364,0.0001664161,0.00005757888,0.6611294,0.002245487,0.2614297,0.07459954,0.00003325768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006418954,0.000738155,0.9406624,0.0008980643,0.000456349,0.000103761,0.0004468759,0.0004335961,0.04984194],"genre_scores_gemma":[0.2940355,0.002453221,0.5910563,0.001097227,0.0008200991,0.0004742157,0.001314502,0.001462131,0.1072868],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01329228,"threshold_uncertainty_score":0.04446709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816720098698942,"score_gpt":0.3135893229984616,"score_spread":0.2754221220114722,"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."}}