{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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"},"query_hash":"2ed806fc61fd","filters":{"venue":"VFAST Transactions on Mathematics"}},"results":[{"id":"W4399281952","doi":"10.21015/vtm.v12i1.1762","title":"Series Solution of Unsteady Tank Drainage for Third Order Fluid using Adomian Decomposition Method","year":2024,"lang":"en","type":"article","venue":"VFAST Transactions on Mathematics","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Adomian decomposition method; Third order; Decomposition; Series (stratigraphy); Mathematics; Applied mathematics; Calculus (dental); Mechanics; Mathematical analysis; Geology; Physics; Philosophy; Chemistry; Partial differential equation; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03894075998628835,"gpt":0.3419656480703437,"spread":0.3030248880840554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003941345,0.0001507984,0.0002398852,0.0002901509,0.0001395362,0.00006277254,0.00008935329,0.0001156724,0.00005993456],"category_scores_gemma":[0.00001287426,0.0001383949,0.0001248625,0.000404714,0.00002509897,0.0002135074,0.000002377001,0.0001384945,0.00001975387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009050039,"about_ca_system_score_gemma":0.00004124954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006229849,"about_ca_topic_score_gemma":0.00002153177,"domain_scores_codex":[0.9990234,0.00004582449,0.000374144,0.0001432809,0.0002070796,0.0002062892],"domain_scores_gemma":[0.9993758,0.0002510193,0.00002635661,0.0001928316,0.0001031816,0.00005085202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001177149,0.0002408471,7.054393e-7,0.0149163,0.0005259964,0.000008563141,0.007316601,0.1266938,0.7341235,0.004690302,0.0009591922,0.1104065],"study_design_scores_gemma":[0.000248807,0.0001128157,7.98589e-7,0.0006698481,0.00008779552,0.00006382379,0.0006929862,0.7920284,0.2011094,0.003470208,0.001334875,0.0001802796],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008692704,0.0001749101,0.9884698,0.00007753354,0.0003929751,0.0005014215,0.0000847738,0.0002404,0.00136549],"genre_scores_gemma":[0.60822,0.00005247733,0.3907256,0.000004579539,0.00007322397,0.0001056214,0.00001251891,0.0000760514,0.0007298233],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6653346,"threshold_uncertainty_score":0.5643579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403389104","doi":"10.21015/vtm.v12i1.1894","title":"Comparative Analysis of Time Series Forecasting using ARIMA, and GRNNs Models: A Case Study of Death Rate of Diabetic Mellitus in Canada","year":2024,"lang":"en","type":"article","venue":"VFAST Transactions on Mathematics","topic":"Forecasting Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Autoregressive integrated moving average; Series (stratigraphy); Time series; Econometrics; Statistics; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.2324425799931708,"gpt":0.3742916330960911,"spread":0.1418490531029203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007077844,0.0001211612,0.0006094048,0.0006671414,0.00006904615,0.00002928262,0.000143935,0.00002884182,0.00003531599],"category_scores_gemma":[0.00004371756,0.00009710329,0.00007997286,0.002151895,0.00007396096,0.0001318825,0.00001032233,0.0001014215,3.055098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006982885,"about_ca_system_score_gemma":0.0002203593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1667057,"about_ca_topic_score_gemma":0.4469882,"domain_scores_codex":[0.9983807,0.00008386262,0.0008820699,0.0002272921,0.0003116699,0.0001144513],"domain_scores_gemma":[0.997729,0.001493139,0.0002463628,0.0003189772,0.0001725039,0.00004001207],"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":[0.00002607537,0.001020665,0.0005838534,0.0002970371,0.0007811781,0.00008128897,0.03148259,0.9582209,0.001259539,0.002543298,0.00001099293,0.003692595],"study_design_scores_gemma":[0.00008619414,0.0001084509,0.00004440332,0.0001284699,0.0004885357,0.00004612072,0.01490571,0.9740126,0.001641141,0.008461404,9.252717e-7,0.00007610842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7510549,0.00003306007,0.2484087,0.000009973862,0.00001046547,0.0002411554,0.0001261033,0.00000980017,0.0001059277],"genre_scores_gemma":[0.9740782,0.000005736711,0.02585715,0.00000154138,0.00000136867,0.00001861383,9.688727e-7,0.000007278912,0.00002908132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2802825,"threshold_uncertainty_score":0.8388433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390860700","doi":"10.21015/vtm.v11i1.1419","title":"Development of an Explicit Iterative Numerical Scheme Over the Modified Euler’s Method","year":2023,"lang":"en","type":"article","venue":"VFAST Transactions on Mathematics","topic":"Heat Transfer and Numerical Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Convergence (economics); Backward Euler method; Euler's formula; Explicit and implicit methods; Ordinary differential equation; Iterative method; Applied mathematics; Mathematics; Euler method; Stability (learning theory); Scheme (mathematics); Numerical analysis; Numerical stability; Euler equations; Computer science; Mathematical analysis; Differential equation; Mathematical optimization; Differential algebraic equation","retraction":null,"screen_n_in":null,"score":{"opus":0.05890061204461394,"gpt":0.3314475976711285,"spread":0.2725469856265145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004358621,0.0001953649,0.000289924,0.0001384819,0.0001346879,0.00002167513,0.0001860926,0.00008397087,0.000146164],"category_scores_gemma":[0.00001951664,0.0001426232,0.0001010416,0.0007546576,0.00002521437,0.00009369542,0.000002697272,0.0002575463,0.00006242854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000377728,"about_ca_system_score_gemma":0.00002802817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001913741,"about_ca_topic_score_gemma":0.00000316096,"domain_scores_codex":[0.998814,0.0000863492,0.0004272583,0.0001606132,0.0002581555,0.0002535884],"domain_scores_gemma":[0.9989145,0.0006248439,0.00001750761,0.000307931,0.00003417696,0.0001010585],"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":[0.00008208613,0.00147424,0.000002882498,0.001508417,0.0009652298,0.00001161647,0.08628975,0.3148755,0.2196217,0.01536906,0.000148615,0.3596509],"study_design_scores_gemma":[0.0003708744,0.00008826939,0.0002254172,0.00008395442,0.00004639322,0.000005601888,0.001285711,0.8899251,0.105533,0.001128812,0.001013059,0.0002938902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05821972,0.000006845923,0.9401731,0.00004453902,0.0001523181,0.0002004451,0.00002197378,0.0003383283,0.0008426927],"genre_scores_gemma":[0.3341479,0.00001427904,0.6655576,0.00002623197,0.00002019899,0.0001185049,0.00000487515,0.00005105054,0.00005933105],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5750495,"threshold_uncertainty_score":0.5816007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}