{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002184889,0.000126843,0.0001060894,0.0002875789,0.001210297,0.0005605762,0.002145563,0.00008261119,0.00002124454],"category_scores_gemma":[0.00003258803,0.0001271441,0.0001242676,0.0002361233,0.00008293649,0.0006723134,0.00003944549,0.0001912575,0.00001367305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000120488,"about_ca_system_score_gemma":0.00004616653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171083,"about_ca_topic_score_gemma":0.00002517471,"domain_scores_codex":[0.9990181,0.00003391492,0.0001731099,0.0003127013,0.0002966748,0.0001654751],"domain_scores_gemma":[0.9976459,0.00009799884,0.0001192172,0.001921992,0.000137222,0.0000776378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002166667,0.0001078618,0.0003370196,0.000003700596,0.00002303912,0.000002325076,0.00009870694,0.00002037976,0.00001572232,0.9767462,0.0002727827,0.02237009],"study_design_scores_gemma":[0.0006451596,0.0002897608,0.04917911,0.00005017767,0.00002333124,0.00002016314,0.000007511429,0.2207733,0.003699177,0.7023772,0.02234764,0.0005874171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007639879,0.00001354622,0.9954678,0.002274495,0.0004803639,0.0001000336,0.000008041306,0.0003678678,0.000523876],"genre_scores_gemma":[0.9460347,0.0001653126,0.05268266,0.0009262171,0.0000430453,0.00003073466,0.000002711324,0.00001111087,0.0001035048],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9452707,"threshold_uncertainty_score":0.9308748,"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."}}