{"id":"W4241391540","doi":"10.1142/s0219691314020019","title":"Preface","year":2014,"lang":"en","type":"article","venue":"International Journal of Wavelets Multiresolution and Information Processing","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Download; Library science; Computer science; Wavelet; Mathematics; Artificial intelligence; World Wide Web","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":[0.0001772216,0.00007102196,0.0001012395,0.0002161351,0.00003617492,0.00008419193,0.0001231483,0.00003629965,0.00001031506],"category_scores_gemma":[0.0001213037,0.00006100809,0.00003551876,0.00008093934,0.00002816113,0.002755639,0.00001815787,0.0001148296,0.00000548406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006039402,"about_ca_system_score_gemma":0.00000992678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001127645,"about_ca_topic_score_gemma":2.316917e-7,"domain_scores_codex":[0.9992055,0.00001037548,0.0004143488,0.00003069452,0.0002632893,0.00007585162],"domain_scores_gemma":[0.9993045,0.00001963129,0.0002035221,0.00003315233,0.0003883681,0.00005085184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001747929,0.000009734962,0.0001563145,0.00002777953,0.00002810588,5.621392e-7,0.0003477532,0.008860389,0.001572187,0.0007221111,0.0003369934,0.9879206],"study_design_scores_gemma":[0.0005640822,0.00004237825,0.003219277,0.0001211645,0.00001274185,0.0001010757,0.00009467296,0.8323036,0.00550503,0.0006950543,0.1571934,0.0001475265],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03732941,0.0001665948,0.9586384,0.0003275622,0.0002249907,0.00003406407,0.000001866605,0.0001046515,0.003172404],"genre_scores_gemma":[0.979603,0.0001672882,0.01988906,0.0002282044,0.00009225577,0.000001083726,0.000004476502,0.000004815608,0.000009792855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9877731,"threshold_uncertainty_score":0.2487838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003425795808693976,"score_gpt":0.2222090460239257,"score_spread":0.2187832502152318,"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."}}