{"id":"W1987370452","doi":"10.1145/2816795.2818074","title":"Generalized cylinder decomposition","year":2015,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University","funders":"Science and Technology Planning Project of Guangdong Province; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Measure (data warehouse); Cylinder; Decomposition; Mathematics; Completeness (order theory); Simple (philosophy); Function (biology); Mathematical optimization; Algorithm; Geometry; Computer science; 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":[0.00006392048,0.0001268735,0.0001367012,0.000275105,0.00005929621,0.00001532838,0.0001590343,0.00008726985,0.00003142661],"category_scores_gemma":[0.000008614497,0.0001255774,0.0001082577,0.0006820875,0.00003380347,0.0001336799,0.000001754928,0.0002163304,0.00003419537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005366738,"about_ca_system_score_gemma":0.000006528122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000862715,"about_ca_topic_score_gemma":0.00001704885,"domain_scores_codex":[0.9993656,0.00002110829,0.0001595546,0.0001332297,0.0001689534,0.0001516116],"domain_scores_gemma":[0.9994075,0.00003709508,0.00001514488,0.0003668721,0.0000556617,0.0001177464],"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":[0.0001271766,0.0005458767,0.0002326999,0.00005162005,0.0006205703,0.00002451045,0.0004787818,0.8357624,0.01380412,0.007713777,0.004115197,0.1365233],"study_design_scores_gemma":[0.003203798,0.0006636577,0.0007687145,0.00008777606,0.0005512509,0.00006681129,0.0002025739,0.3012393,0.2574831,0.3505214,0.08300191,0.002209635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0225554,0.00009250864,0.9752976,0.0002744142,0.0001254332,0.00007860825,0.000007499624,0.0009809323,0.0005875818],"genre_scores_gemma":[0.9340147,0.0002286727,0.06531055,0.0002861748,0.00002615101,0.00004480947,0.00001233524,0.00003250441,0.00004406062],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9114593,"threshold_uncertainty_score":0.5120897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928014606069639,"score_gpt":0.2919500218925135,"score_spread":0.2626698758318171,"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."}}