{"id":"W2956434516","doi":"10.1145/3306346.3323029","title":"Symmetric moving frames","year":2019,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Mathematics; Field (mathematics); Polygon mesh; Initialization; Vector field; Symmetry (geometry); Algorithm; Tangent; Nonlinear system; Computer science; Topology (electrical circuits); Geometry; Pure mathematics","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":[0.0006348003,0.0007541875,0.0005760069,0.000809199,0.0005778816,0.001510616,0.001152719,0.0009784409,0.01151334],"category_scores_gemma":[0.001556278,0.0003856595,0.0005709986,0.0006384532,0.000849441,0.001340338,0.001318716,0.001143528,0.002525882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000606332,"about_ca_system_score_gemma":0.0004795947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350088,"about_ca_topic_score_gemma":0.001262509,"domain_scores_codex":[0.9996742,0.00005851234,0.0000147734,0.00008713941,0.0001251733,0.00004022108],"domain_scores_gemma":[0.9996638,0.00006629875,0.00004250949,0.0001015654,0.00009426719,0.00003152109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001610978,0.00005642077,0.0006233176,0.0001205487,0.00002460571,0.0001750372,0.0002553089,0.1395345,0.02469824,0.6882468,0.008282919,0.1378212],"study_design_scores_gemma":[0.00005441167,0.0001848363,0.0005067304,0.00004748564,0.00001894676,0.0002400389,0.0001506301,0.7803715,0.01618122,0.1460896,0.05610475,0.00004987184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01352775,0.0001980092,0.9738994,0.0001382522,0.0001764156,0.00005880288,0.0001768071,0.0005200902,0.0113045],"genre_scores_gemma":[0.3184264,0.0005664522,0.6590828,0.0003369115,0.0001843083,0.0002568244,0.000815863,0.0008432879,0.0194872],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01151334,"threshold_uncertainty_score":0.03851599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556755438343444,"score_gpt":0.2422694193508841,"score_spread":0.2267018649674496,"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."}}