{"id":"W2145545766","doi":"10.1007/3-540-29090-7_6","title":"Automatic Near-Body Domain Decomposition Using the Eikonal Equation","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Eikonal equation; Decomposition; Domain (mathematical analysis); Domain decomposition methods; Computer science; Mathematics; Applied mathematics; Mathematical analysis; Physics; Chemistry; Thermodynamics","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":[0.0001116933,0.000264194,0.0001903807,0.00007567101,0.0001569796,0.0001408295,0.000131415,0.0001658467,0.0002436777],"category_scores_gemma":[0.000001662124,0.000223447,0.0001290398,0.00003459147,0.00004224238,0.00006700942,0.00003509123,0.0002277434,0.00006197362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281088,"about_ca_system_score_gemma":0.00004303176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002162428,"about_ca_topic_score_gemma":0.00003282018,"domain_scores_codex":[0.9990162,0.00000880841,0.0003510921,0.0001664248,0.0002988741,0.0001585897],"domain_scores_gemma":[0.9995564,0.0001065331,0.00006230435,0.0001843683,0.00005743366,0.00003300111],"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":[8.079268e-7,0.000004165035,0.000002246954,0.00003075366,0.00005009207,0.000003858663,0.00001275561,0.7149481,0.0001847037,0.2826405,0.0004976608,0.001624375],"study_design_scores_gemma":[0.00009199179,0.000008171731,0.0001294623,0.00006856472,0.00004176639,0.00001948901,0.000001483877,0.9381158,0.000001459218,0.05958379,0.001689951,0.0002480099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01753266,0.0001704244,0.7406817,0.00007738446,0.0005239978,0.0003303093,0.00005989613,0.0003844174,0.2402392],"genre_scores_gemma":[0.7017521,0.00008885541,0.166791,0.000424141,0.001952054,0.00004087573,0.005731327,0.0007922669,0.1224274],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6842194,"threshold_uncertainty_score":0.9111904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103569554260163,"score_gpt":0.2237294536668403,"score_spread":0.213372498240824,"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."}}