{"id":"W2318700167","doi":"10.2514/6.2009-1174","title":"Assessing Validity of Mesh Refinement Sequences with Application to DPW-III Meshes","year":2009,"lang":"en","type":"article","venue":"47th AIAA Aerospace Sciences Meeting including The New Horizons Forum and Aerospace Exposition","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polygon mesh; Computer science; Computer graphics (images)","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":[0.02858769,0.0007916748,0.001046294,0.004265745,0.001146375,0.001809726,0.002122778,0.002270538,0.002434491],"category_scores_gemma":[0.233479,0.0006040001,0.0009794128,0.002184696,0.002294919,0.001904615,0.002705838,0.001256537,0.000400574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224566,"about_ca_system_score_gemma":0.002625106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033522,"about_ca_topic_score_gemma":0.004890922,"domain_scores_codex":[0.9848204,0.006991715,0.00198499,0.001546155,0.004241828,0.0004149622],"domain_scores_gemma":[0.677269,0.262808,0.008681691,0.01902742,0.03051784,0.00169605],"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":[0.008427427,0.0007077011,0.1044188,0.001245572,0.000515405,0.0002509386,0.001064581,0.6004926,0.01491297,0.0150064,0.00198627,0.2509713],"study_design_scores_gemma":[0.0001483169,0.000571089,0.006564399,0.00009541734,0.00005747341,0.0001063854,0.0002069729,0.9799466,0.008186556,0.003492949,0.0005999677,0.0000239246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6946872,0.001031554,0.2974815,0.0003596329,0.0002068828,0.0004350277,0.0007683976,0.0009209742,0.004108902],"genre_scores_gemma":[0.8962333,0.0001597076,0.1017522,0.00004563197,0.00002774876,0.0001218829,0.001036593,0.0002051385,0.0004178908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02858769,"threshold_uncertainty_score":0.151188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113176823539799,"score_gpt":0.2712479721959477,"score_spread":0.2501162039605497,"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."}}