{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009650996,0.001287994,0.00102357,0.001793332,0.001085613,0.00293746,0.003213796,0.00163877,0.1476613],"category_scores_gemma":[0.003924679,0.0008879923,0.001595017,0.00149117,0.001037579,0.003465757,0.004383442,0.001964519,0.0615734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000975845,"about_ca_system_score_gemma":0.001069578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003928983,"about_ca_topic_score_gemma":0.005289368,"domain_scores_codex":[0.9985227,0.0001190779,0.00008648879,0.0002401365,0.000821756,0.0002097262],"domain_scores_gemma":[0.9989251,0.0002232227,0.00004853819,0.000384578,0.0003266253,0.00009181735],"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":[0.0008263367,0.0001877421,0.001535768,0.0008079251,0.00008636782,0.0003534483,0.0003581377,0.01121751,0.01294341,0.1708424,0.2317884,0.5690525],"study_design_scores_gemma":[0.0002140046,0.0001443336,0.0006443685,0.000240637,0.00003982064,0.0005462558,0.0001089332,0.06631837,0.02547161,0.08561816,0.8205282,0.0001251941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008652439,0.001129074,0.7150736,0.0006330202,0.0009821376,0.0002955529,0.007021204,0.1372666,0.1289463],"genre_scores_gemma":[0.1634912,0.00165579,0.585394,0.001301076,0.0003444119,0.0009640644,0.0283196,0.05824207,0.1602877],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1476613,"threshold_uncertainty_score":0,"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."}}