{"id":"W2964652035","doi":"10.1145/3340260","title":"VIPER","year":2019,"lang":"en","type":"article","venue":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Electronic Arts (Canada); Google (Canada); University of Victoria","funders":"Agence Nationale de la Recherche","keywords":"Rod; Bundle; Polygon mesh; Position (finance); Connecting rod; Isotropy; Computer science; Deformation (meteorology); Representation (politics); Surface (topology); Vertex (graph theory); Degrees of freedom (physics and chemistry); Topology (electrical circuits); Physics; Geometry; Materials science; Mechanical engineering; Mathematics; Computer graphics (images); Graph; Engineering; Optics; Theoretical computer science; Composite material","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":[0.0004963602,0.000831739,0.0006875546,0.0006720342,0.0007493144,0.001736615,0.002745572,0.001202092,0.1053608],"category_scores_gemma":[0.001283407,0.0004934735,0.0008199411,0.0007980327,0.0005059714,0.001893166,0.002983643,0.001522281,0.04374146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005450667,"about_ca_system_score_gemma":0.0007861568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702505,"about_ca_topic_score_gemma":0.00212589,"domain_scores_codex":[0.9995832,0.00004383578,0.00002365729,0.0001208349,0.0001528034,0.00007562711],"domain_scores_gemma":[0.9996909,0.00005173227,0.00002284807,0.0001026718,0.00007521747,0.00005663058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007847555,0.0001616231,0.002857152,0.001116147,0.0001376806,0.0007917872,0.0004706523,0.07549028,0.02741629,0.1722762,0.3888363,0.3296611],"study_design_scores_gemma":[0.0001239178,0.0001719238,0.001138382,0.0001332837,0.00003451029,0.0006472196,0.0001133888,0.1993311,0.01140735,0.0485536,0.7382587,0.00008683063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01813414,0.001090984,0.6494699,0.001092956,0.001814956,0.0003975261,0.01590152,0.07852961,0.2335684],"genre_scores_gemma":[0.201317,0.001856444,0.5238063,0.002067083,0.0004682454,0.001000677,0.05648611,0.02079473,0.1922036],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1053608,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006651889300673122,"score_gpt":0.2117300556553481,"score_spread":0.205078166354675,"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."}}