{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001144111,0.0008251353,0.0004882086,0.002450578,0.002067242,0.002530399,0.001079961,0.0008479159,0.4330068],"category_scores_gemma":[0.01049719,0.0002162465,0.000440546,0.00135737,0.0004798481,0.001750705,0.001786068,0.002281846,0.2860664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435368,"about_ca_system_score_gemma":0.002072235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368209,"about_ca_topic_score_gemma":0.005202518,"domain_scores_codex":[0.9993518,0.00008975061,0.00003631748,0.0001071015,0.0003600877,0.0000548168],"domain_scores_gemma":[0.9953526,0.0006261415,0.0001494296,0.0003843806,0.002795298,0.0006922141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000024357,0.00001767722,0.00008729517,0.00006263672,0.000001447784,0.00003330579,0.0000439527,0.00004842407,0.0001160334,0.003712717,0.9591882,0.0366641],"study_design_scores_gemma":[0.000003533718,0.00001120197,0.000212622,0.00007783024,0.000001409996,0.00003419229,0.00005894498,0.00002511757,0.00008984077,0.002684795,0.9967969,0.000003590551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001654013,0.01006458,0.009019249,0.03357387,0.2581325,0.0006784825,0.01138992,0.001554037,0.6739332],"genre_scores_gemma":[0.005197955,0.00384532,0.0027657,0.006258147,0.02347796,0.000277012,0.005810349,0.0006132525,0.9517543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5669932,"threshold_uncertainty_score":0,"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."}}