{"id":"W1923735558","doi":"10.1002/nme.5132","title":"Inserting a surface into an existing unstructured mesh","year":2015,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Engineering","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Intel Corporation","keywords":"T-vertices; Discretization; Boundary (topology); Surface (topology); Laplacian smoothing; Mesh generation; Triangle mesh; Polygon mesh; Computer science; Scale (ratio); Geometry; Algorithm; Tetrahedron; Mathematics; Finite element method; Mathematical analysis; Engineering; Physics; Structural engineering","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":[0.0006905869,0.0004440662,0.0006644793,0.0006521822,0.0004441536,0.001109321,0.001434912,0.0009154406,0.002877267],"category_scores_gemma":[0.00216017,0.0003772871,0.000851239,0.0003655029,0.001024935,0.0009874932,0.002437366,0.001246981,0.001270538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003985507,"about_ca_system_score_gemma":0.0006112587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008543908,"about_ca_topic_score_gemma":0.0008189116,"domain_scores_codex":[0.9991849,0.00009342978,0.00004587078,0.0001231799,0.00048946,0.00006316206],"domain_scores_gemma":[0.998998,0.0002847856,0.00006310631,0.0003617645,0.0002432052,0.00004913463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001704216,0.0001193079,0.003442132,0.0003726307,0.00007016771,0.0007601536,0.001002592,0.5347087,0.1171265,0.06346064,0.003519728,0.275247],"study_design_scores_gemma":[0.00001851751,0.0001054699,0.0003193759,0.00003589454,0.00001349863,0.0002008855,0.0001116541,0.9519043,0.02248642,0.008637962,0.01614195,0.00002415741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01963546,0.00004098421,0.9752656,0.00006386244,0.00006984013,0.00006459735,0.00003112774,0.0008541053,0.003974371],"genre_scores_gemma":[0.245734,0.0001160538,0.7491864,0.00008815373,0.00002548968,0.00009562829,0.0002404623,0.0005088923,0.004004976],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002877267,"threshold_uncertainty_score":0.009625435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07860360021415741,"score_gpt":0.432526796635047,"score_spread":0.3539231964208896,"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."}}