{"id":"W2200772387","doi":"10.1016/j.camwa.2015.11.004","title":"Numerical Methods for Scientific Computations and Advanced Applications","year":2015,"lang":"en","type":"article","venue":"Computers & Mathematics with Applications","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics; Computation; Numerical analysis; Applied mathematics; Calculus (dental); Algorithm; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.001880896,0.001400468,0.003127293,0.001643931,0.0009314824,0.003282336,0.001856831,0.002643263,0.01323694],"category_scores_gemma":[0.007649576,0.0005232113,0.001097705,0.00241233,0.002298689,0.002464412,0.002792821,0.004617416,0.006064221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009198245,"about_ca_system_score_gemma":0.0025977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523229,"about_ca_topic_score_gemma":0.001289333,"domain_scores_codex":[0.9983653,0.0005029461,0.0001438574,0.0001570059,0.0007608461,0.00006996596],"domain_scores_gemma":[0.9970596,0.00108441,0.0002250708,0.0005722686,0.0009342603,0.0001242843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007903483,0.0001077005,0.0003845818,0.001450028,0.0001898245,0.00009922496,0.0002921042,0.02705787,0.006086057,0.6919612,0.03410271,0.2381896],"study_design_scores_gemma":[0.000106922,0.00005962194,0.0006471718,0.0004411984,0.0000814776,0.0002067856,0.00009228783,0.19343,0.002909795,0.4956003,0.3063502,0.00007436187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00273141,0.03476493,0.9059411,0.00220964,0.007763044,0.0003651778,0.0004991638,0.001351017,0.04437448],"genre_scores_gemma":[0.07057586,0.02496378,0.8297744,0.0009072821,0.003427144,0.001503674,0.0008221052,0.001495184,0.06653053],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01323694,"threshold_uncertainty_score":0.04428196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071317783657697,"score_gpt":0.4283329728962691,"score_spread":0.3212011945304994,"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."}}