{"id":"W4311805748","doi":"10.1145/3550454.3555498","title":"Curl-Flow","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curl (programming language); Vector field; Pointwise; Vector potential; Grid; Mathematical analysis; Mathematics; Applied mathematics; Computer science; Algorithm; Geometry; Physics","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":[0.0006496289,0.0009293225,0.0008970328,0.0009525646,0.0007987966,0.002243951,0.002007794,0.001746469,0.01129252],"category_scores_gemma":[0.00271543,0.0006306592,0.0009539038,0.0005127315,0.0009774459,0.002091542,0.002765622,0.001462787,0.003642412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008436772,"about_ca_system_score_gemma":0.001968088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939615,"about_ca_topic_score_gemma":0.002886534,"domain_scores_codex":[0.9994224,0.0000784891,0.00002897344,0.0000994483,0.0003087608,0.00006194715],"domain_scores_gemma":[0.999228,0.000201879,0.00009331715,0.0001692717,0.0002422407,0.00006527435],"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":[0.0001116035,0.0001550851,0.001798384,0.0006094649,0.00007726649,0.0004142098,0.0004483809,0.4876489,0.02668977,0.2647313,0.01850829,0.1988073],"study_design_scores_gemma":[0.00002054037,0.00003413583,0.00009443804,0.00003200477,0.00000728977,0.0001377014,0.0000242477,0.9471233,0.00537095,0.02496592,0.0221685,0.00002098043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005090001,0.0002398509,0.979077,0.0002935188,0.0001609015,0.00009349029,0.0001668601,0.00167029,0.01320793],"genre_scores_gemma":[0.2071257,0.0006224079,0.7651367,0.0006275959,0.0001556297,0.0004197833,0.0008165535,0.001815952,0.02327978],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01129252,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573096120826359,"score_gpt":0.2795568621438198,"score_spread":0.2538259009355562,"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."}}