{"id":"W4402753754","doi":"10.1109/cvpr52733.2024.02020","title":"TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations","year":2024,"lang":"en","type":"article","venue":"","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Injective function; Composition (language); Deformation (meteorology); Computer science; Geometry; Computer graphics (images); Mathematics; Pure mathematics; Materials science; Art; Composite material; Literature","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":[0.0004356487,0.0008518992,0.0005311329,0.0006735271,0.000297888,0.001278453,0.001032291,0.0007919635,0.003875474],"category_scores_gemma":[0.001363223,0.0005350581,0.0008975882,0.0004885331,0.001250015,0.001496529,0.00218992,0.001335158,0.001251554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029505,"about_ca_system_score_gemma":0.0005308497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216258,"about_ca_topic_score_gemma":0.002281517,"domain_scores_codex":[0.999702,0.00004212751,0.00001256734,0.00006626374,0.0001489791,0.00002805607],"domain_scores_gemma":[0.9996874,0.00008904886,0.00003566895,0.000125432,0.00003148221,0.00003105534],"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":[0.0001172593,0.00005438378,0.001367959,0.0001804833,0.00008311396,0.0003024172,0.0003322322,0.6244279,0.04284822,0.09520955,0.004600208,0.2304763],"study_design_scores_gemma":[0.000009271905,0.00006132819,0.0001730256,0.00001734705,0.00001211569,0.000211972,0.00003543018,0.9593102,0.01315614,0.01756838,0.009423779,0.00002101052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008261382,0.00006007434,0.9884129,0.00004768292,0.00003462812,0.00003414046,0.00007050313,0.0009908378,0.002087972],"genre_scores_gemma":[0.4073674,0.0003261746,0.5795324,0.0001867452,0.00005416604,0.0001845871,0.0005241396,0.001473145,0.01035116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003875474,"threshold_uncertainty_score":0.01296473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005383137784955242,"score_gpt":0.2066818503682054,"score_spread":0.2012987125832501,"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."}}