{"id":"W2600223888","doi":"","title":"Formulation and Analysis of Frequency- Dependent Boundaries in Finite-Difference Simulation with Compact Explicit Schemes","year":2011,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Mathematics; Finite difference method; Applied mathematics; Mathematical analysis; Calculus (dental); Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006040614,0.0001506401,0.0004084093,0.001203998,0.0002652809,0.00004253575,0.0002064815,0.000101495,0.0002637208],"category_scores_gemma":[0.0006582036,0.0001400765,0.00008002076,0.001732865,0.0002931709,0.00036319,0.000108258,0.0003078517,0.000001732928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157862,"about_ca_system_score_gemma":0.000151885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003749996,"about_ca_topic_score_gemma":0.0009558347,"domain_scores_codex":[0.9980295,0.0003639354,0.0002885396,0.0003069986,0.0006737919,0.0003372451],"domain_scores_gemma":[0.9977968,0.001171539,0.0001845605,0.0003225571,0.0003819232,0.0001426352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005491766,0.0007423494,0.5942463,0.0001805136,0.0009837801,0.0000863758,0.005412024,0.0007518118,0.0007659242,0.3937161,0.000005278914,0.002560284],"study_design_scores_gemma":[0.001322877,0.0005993324,0.8298333,0.0001371865,0.000650629,8.896172e-7,0.003443097,0.0215878,0.00213664,0.1398349,0.00004737842,0.0004059385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8628808,0.000003804376,0.135452,0.00005045641,0.000008975599,0.0003275564,0.00004573142,0.0000309985,0.00119969],"genre_scores_gemma":[0.9762745,0.00001032491,0.02338338,0.000001910319,0.00000486644,0.00000142817,0.00003808636,0.00001235991,0.0002731347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2538812,"threshold_uncertainty_score":0.5712153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104274058128171,"score_gpt":0.3628262381966841,"score_spread":0.252398832383867,"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."}}