{"id":"W3048555161","doi":"10.1145/3386569.3392472","title":"<i>LoopyCuts</i>","year":2020,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hexahedron; Polygon mesh; Robustness (evolution); Subdivision; Curvature; Algorithm; Computer science; Surface (topology); Feature (linguistics); Bounded function; CAD; Mesh generation; Mathematics; Geometry; Finite element method; Computer graphics (images); Engineering drawing; Engineering","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":[0.0002286424,0.0006866058,0.0004077616,0.0006754366,0.0003642034,0.001061604,0.001075926,0.000560057,0.01868766],"category_scores_gemma":[0.0007225061,0.0003909965,0.000549469,0.0005494999,0.0003814899,0.0007081776,0.001355429,0.0006854609,0.006896558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298042,"about_ca_system_score_gemma":0.0005597395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060003,"about_ca_topic_score_gemma":0.003663994,"domain_scores_codex":[0.9997645,0.00002407477,0.00001510648,0.00004196293,0.0001253353,0.00002892791],"domain_scores_gemma":[0.9997391,0.00004011922,0.00002388611,0.0001060548,0.00006890877,0.00002195871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001969149,0.00006715529,0.0009240677,0.000379371,0.00005976876,0.000130789,0.0001438867,0.06507181,0.1076165,0.03021087,0.03506439,0.7601345],"study_design_scores_gemma":[0.00004892527,0.0001196015,0.0005975257,0.00004592147,0.00001731062,0.0002528945,0.00003553243,0.8148845,0.07367333,0.01331335,0.09697705,0.00003398032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004700429,0.00008579339,0.9851011,0.00005546771,0.00007089532,0.00005027307,0.0002102679,0.004359565,0.005366098],"genre_scores_gemma":[0.06886269,0.0001402762,0.9162576,0.0001460293,0.00004207481,0.0001329632,0.001450973,0.002391303,0.01057602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01868766,"threshold_uncertainty_score":0.06251645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406031262817144,"score_gpt":0.2450989407443928,"score_spread":0.2110386281162213,"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."}}