{"id":"W3098599155","doi":"10.1145/3386569.3392455","title":"Constraint bubbles and affine regions","year":2020,"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":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Vector field; Compressibility; Affine transformation; Projection (relational algebra); Multigrid method; Computer science; Boundary (topology); Smoothing; Bubble; Grid; Mathematics; Mechanics; Algorithm; Geometry; Mathematical analysis; Physics; Partial differential equation; Computer vision","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":[0.0003014107,0.0005195341,0.0005091359,0.0004008674,0.0003212588,0.001061199,0.0013851,0.00103145,0.00408109],"category_scores_gemma":[0.001812634,0.0004235112,0.0007737778,0.0003151441,0.001154414,0.001939382,0.001617876,0.001121131,0.0006277176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004635102,"about_ca_system_score_gemma":0.0008856052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004294663,"about_ca_topic_score_gemma":0.001812214,"domain_scores_codex":[0.9996715,0.00006616522,0.00001393595,0.00006099666,0.0001449777,0.00004239047],"domain_scores_gemma":[0.9994324,0.0002189111,0.00007908957,0.0001343204,0.00007577047,0.00005948812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006977224,0.00002642553,0.0007160085,0.0001034098,0.00001938634,0.0001845035,0.0001344451,0.615263,0.01352282,0.3489052,0.001426927,0.01962811],"study_design_scores_gemma":[0.00002094779,0.00003583934,0.0001171912,0.000009623487,0.000006201231,0.00005921843,0.00001526513,0.9620025,0.003101973,0.02590702,0.008707917,0.00001633828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04033085,0.0003092608,0.9453636,0.0003332597,0.000100422,0.00007329108,0.0002466564,0.0007104087,0.01253235],"genre_scores_gemma":[0.6952275,0.0006352435,0.2927833,0.0003513272,0.0001009667,0.0002939738,0.0004455703,0.0004898624,0.009672259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004294663,"threshold_uncertainty_score":0.01365262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078958212328904,"score_gpt":0.2763543645771426,"score_spread":0.2355647824538535,"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."}}