{"id":"W4387730329","doi":"10.3390/sym15101929","title":"A Novel Quintic B-Spline Technique for Numerical Solutions of the Fourth-Order Singular Singularly-Perturbed Problems","year":2023,"lang":"en","type":"article","venue":"Symmetry","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"King Saud University","keywords":"Boundary value problem; Linearization; Mathematics; Applied mathematics; Singular perturbation; Partition (number theory); Mathematical optimization; Mathematical analysis; Nonlinear system; Physics","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":[0.0006145519,0.0004088998,0.0004723614,0.0005528782,0.0003693785,0.0004569434,0.0007312974,0.000685412,0.001499017],"category_scores_gemma":[0.0009841791,0.0002373753,0.0007155519,0.0006260596,0.0005523373,0.0005273171,0.0007051673,0.001185081,0.0006154111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089183,"about_ca_system_score_gemma":0.000603985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491006,"about_ca_topic_score_gemma":0.001273213,"domain_scores_codex":[0.9997448,0.00008658582,0.00001436181,0.00002275258,0.0001145179,0.00001686628],"domain_scores_gemma":[0.9997384,0.00008431656,0.00002833713,0.00003590042,0.00009013201,0.0000228789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001697802,0.0001487488,0.001524497,0.0005329128,0.00007219885,0.0003239663,0.0003566608,0.6211236,0.1007227,0.08719622,0.002204006,0.1856246],"study_design_scores_gemma":[0.000006219561,0.00002995131,0.00007920976,0.000009394894,0.000003769006,0.00005803804,0.00001176409,0.9921213,0.002959113,0.002203996,0.002509121,0.000008114235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006198309,0.0001437216,0.9922347,0.00005948733,0.00004418375,0.00001951156,0.00001324311,0.0001162214,0.001170623],"genre_scores_gemma":[0.1896803,0.0005646202,0.8055694,0.00007050303,0.00005635102,0.0001316055,0.000104873,0.0001387118,0.003683546],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001499017,"threshold_uncertainty_score":0.005014718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09245087461050795,"score_gpt":0.3518297824752021,"score_spread":0.2593789078646941,"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."}}