{"id":"W4414210256","doi":"10.1145/3766904","title":"Parsimonious Simplicial Intersection Algorithm","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Mathematical Software","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Intersection (aeronautics); Efficient algorithm; Tetrahedron; Combinatorial algorithms; Approximation algorithm; Algorithm design","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":[0.001787874,0.0008458621,0.001272293,0.001991179,0.001580795,0.002483315,0.002804233,0.00218133,0.009063038],"category_scores_gemma":[0.007504832,0.0006851067,0.0009860896,0.002379141,0.001434839,0.003344669,0.004337451,0.002697545,0.003790653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007665693,"about_ca_system_score_gemma":0.001707263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180397,"about_ca_topic_score_gemma":0.001869217,"domain_scores_codex":[0.9974129,0.0004860934,0.000148689,0.0004060358,0.001372965,0.0001733985],"domain_scores_gemma":[0.9970861,0.0009906653,0.0001536979,0.0009480431,0.0006800362,0.0001414929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003690774,0.000177513,0.001904363,0.0002302953,0.00008755211,0.0002650503,0.0003935175,0.1551771,0.01099043,0.2226702,0.008400574,0.5993344],"study_design_scores_gemma":[0.00006221139,0.0001125181,0.0003415726,0.00004046675,0.00003531233,0.0003992697,0.0000830171,0.824069,0.007084328,0.1480119,0.01971385,0.00004643781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007461455,0.000191024,0.9871418,0.0001755417,0.00004841376,0.00007536596,0.00007206898,0.0007194047,0.004114948],"genre_scores_gemma":[0.1124316,0.0002443441,0.8810629,0.0001336243,0.00005313405,0.0001231889,0.000428969,0.000304677,0.005217569],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009063038,"threshold_uncertainty_score":0.03031886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007580389898299423,"score_gpt":0.2573248389011466,"score_spread":0.2497444490028472,"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."}}