{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ae3e7771afc6","filters":{"venue":"Applied Numerical Analysis & Computational Mathematics"}},"results":[{"id":"W1998087160","doi":"10.1002/anac.200310015","title":"The Weighted Upwinding Finite Volume Method for the Convection Diffusion Problem on a Nonstandard Covolume Grid","year":2004,"lang":"en","type":"article","venue":"Applied Numerical Analysis & Computational Mathematics","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Upwind scheme; Finite volume method; Mathematics; Numerical diffusion; Applied mathematics; Grid; Conservation law; Unstructured grid; Mathematical optimization; Péclet number; Diffusion; Convection–diffusion equation; Mathematical analysis; Geometry; Mechanics; Thermodynamics; Physics; Discretization","authors":[{"name":"Dong Liang","is_ca":true},{"name":"Weidong Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01381796433146608,"gpt":0.2854530429783439,"spread":0.2716350786468778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005386377,0.0004683187,0.0004762709,0.0003155635,0.0002534326,0.0004375298,0.001097563,0.0004346137,0.001048936],"category_scores_gemma":[0.0008872274,0.0002012347,0.0005242562,0.0003640103,0.0005598083,0.0006279642,0.0006866604,0.0006144585,0.0002005505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536705,"about_ca_system_score_gemma":0.0006002929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579796,"about_ca_topic_score_gemma":0.00138827,"domain_scores_codex":[0.9996616,0.0001130744,0.0000217106,0.00004349872,0.0001362712,0.00002389323],"domain_scores_gemma":[0.9997717,0.00008618848,0.00003085208,0.00003063085,0.00006262719,0.0000180796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000935376,0.00006168912,0.001023775,0.0002018927,0.00005247139,0.0001425828,0.00009974513,0.7353919,0.03988906,0.08967676,0.0013114,0.1320552],"study_design_scores_gemma":[0.000007325468,0.00002315801,0.00008113013,0.000004005459,0.000004471448,0.00002324794,0.000004350589,0.9919818,0.002408765,0.003644274,0.001811124,0.000006233441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0136946,0.0001542258,0.9851945,0.00004047477,0.00003576443,0.00002251772,0.00001222405,0.00005058622,0.0007951636],"genre_scores_gemma":[0.1977051,0.0002430957,0.7996677,0.00005526261,0.00004390831,0.0001274263,0.00008332183,0.00009096765,0.001983181],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001579796,"threshold_uncertainty_score":0.003508985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024937210","doi":"10.1002/anac.200410010","title":"Phase Space Stability Error Control with Variable Time‐stepping Runge‐Kutta Methods for Dynamical Systems","year":2004,"lang":"en","type":"article","venue":"Applied Numerical Analysis & Computational Mathematics","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Truncation error; Fixed point; Control theory (sociology); Stability (learning theory); Eigenvalues and eigenvectors; Applied mathematics; Computer science; Mathematical analysis; Control (management)","authors":[{"name":"A. R. Humphries","is_ca":true},{"name":"R. Vigneswaran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04720750867997524,"gpt":0.3815254372496795,"spread":0.3343179285697043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001541319,0.0005702546,0.0004250284,0.0003754112,0.0003547526,0.0007686379,0.000918639,0.0007278801,0.001317263],"category_scores_gemma":[0.003896003,0.0002540563,0.0004223579,0.0003542138,0.001584048,0.0006280258,0.0009263933,0.0009002622,0.0001938627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006297865,"about_ca_system_score_gemma":0.0005134362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654575,"about_ca_topic_score_gemma":0.0008891298,"domain_scores_codex":[0.9994544,0.0002308903,0.00002868793,0.00005167078,0.0002113844,0.00002287146],"domain_scores_gemma":[0.9984455,0.0009400225,0.0001940886,0.0001641727,0.000223496,0.00003272335],"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":[0.0000837142,0.00003404521,0.0003669425,0.0000993024,0.00003095952,0.00006143394,0.0001126349,0.8687784,0.01230899,0.09518795,0.0003631361,0.02257251],"study_design_scores_gemma":[0.00000863382,0.00002360811,0.00003108301,0.000003868788,0.000002357192,0.000004582057,0.000002127508,0.9934536,0.001759126,0.004243398,0.000463778,0.000003875885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02287728,0.0002067525,0.9750673,0.0001101627,0.00006080739,0.00003675998,0.000009378537,0.0001721865,0.001459327],"genre_scores_gemma":[0.6819116,0.0002945721,0.3143279,0.00007101084,0.00007001828,0.000250075,0.00003506432,0.0001357043,0.002904067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001654575,"threshold_uncertainty_score":0.008151352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}