{"id":"W2313445975","doi":"10.2514/6.2007-1460","title":"Developing a Robust Ordering-Based Unstructured Moving Grid Strategy","year":2007,"lang":"en","type":"article","venue":"45th AIAA Aerospace Sciences Meeting and Exhibit","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Grid; Unstructured grid; Mathematics; Geometry","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":[0.00121371,0.0002299578,0.0002480483,0.0001283781,0.0003337945,0.0001333049,0.0002130461,0.00007685099,0.000007025325],"category_scores_gemma":[0.000442477,0.0002118263,0.00003697288,0.0007643289,0.0002520108,0.0001787774,0.00005698416,0.0002084332,0.000003901051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009081698,"about_ca_system_score_gemma":0.00007779584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001225924,"about_ca_topic_score_gemma":0.00002018392,"domain_scores_codex":[0.998381,0.00003185517,0.0003320737,0.0003438654,0.0003678233,0.0005433697],"domain_scores_gemma":[0.9988703,0.0007067354,0.00009305075,0.0001269446,0.00006435189,0.0001386074],"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":[0.000003921776,0.000004625546,0.0008394724,0.0001281299,0.000006312428,0.000005195681,0.0001981127,0.9812065,0.002829336,0.002426131,0.00002369424,0.01232858],"study_design_scores_gemma":[0.0004852462,0.0001209338,0.002108622,0.0005658052,0.00001807446,0.00004239689,0.001499324,0.9485536,0.02919997,0.01588511,0.0006315011,0.0008894226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2293599,0.0003409863,0.766814,0.0001105999,0.0004239113,0.0001041062,0.000001587757,0.000341722,0.002503183],"genre_scores_gemma":[0.4611561,0.00001010541,0.538649,0.00006337457,0.00009192456,0.000002770004,8.651014e-7,0.00001805281,0.000007819272],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2317962,"threshold_uncertainty_score":0.8638026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209404011365365,"score_gpt":0.3029753238568119,"score_spread":0.2608812837431582,"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."}}