{"id":"W4311805293","doi":"10.1145/3550454.3555466","title":"BoolSurf","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; Dipartimenti di Eccellenza","keywords":"Surface (topology); Computer science; Geodesic; Manifold (fluid mechanics); Polygon mesh; Triangle mesh; Boundary (topology); Minimum bounding box; Bounded function; Mathematics; Topology (electrical circuits); Combinatorics; Geometry; Computer graphics (images); Image (mathematics); Artificial intelligence; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005776744,0.00009755994,0.0001054065,0.000198516,0.0002354207,0.000007599144,0.0002529698,0.0000265972,0.0004036991],"category_scores_gemma":[0.000004873039,0.0001086801,0.00012163,0.0007860223,0.00002589863,0.00006412982,0.000004937034,0.0004254345,0.00001325075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000537202,"about_ca_system_score_gemma":0.000003983127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006161312,"about_ca_topic_score_gemma":0.000007157187,"domain_scores_codex":[0.9993933,0.00002080978,0.000124934,0.0001252847,0.0001900122,0.000145677],"domain_scores_gemma":[0.9994605,0.00006083348,0.00001172531,0.000409766,0.00001219533,0.00004501934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003043008,0.0003502693,0.0001347933,0.00003042894,0.0003014984,0.00002326835,0.0002173913,0.8337337,0.004650142,0.003165755,0.003367119,0.1539952],"study_design_scores_gemma":[0.0008559905,0.0007674997,0.0009130805,0.00001896539,0.0002935273,0.00006509497,0.0004790868,0.09136986,0.04489346,0.1608577,0.6977719,0.0017138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007801713,0.0001205672,0.9889169,0.0003970849,0.0001602264,0.00009670552,0.00003754225,0.001454541,0.001014659],"genre_scores_gemma":[0.9911848,0.0001867003,0.007996128,0.0003229392,0.000009047604,0.000147565,0.000006164814,0.00003132356,0.0001153094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9833831,"threshold_uncertainty_score":0.4431846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223367293963063,"score_gpt":0.2317365353985021,"score_spread":0.2195028624588714,"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."}}