{"meta":{"query_hash":"76c6aaa6a215","filters":{"venue":"Applications of Mathematics"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/76c6aaa6a215","api":"https://metacan.xera.ac/api/v1/cohort?venue=Applications+of+Mathematics"},"results":[{"id":"W1542241324","doi":"10.1023/a:1022284616125","title":"Numerical Solutions for second-kind Volterra integral equations by Galerkin methods","year":2000,"lang":"en","type":"article","venue":"Applications of Mathematics","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Superconvergence; Mathematics; Iterated function; Finite element method; Galerkin method; Interpolation (computer graphics); Piecewise; Applied mathematics; Collocation (remote sensing); Volterra integral equation; Polynomial; Rate of convergence; Numerical analysis; Estimator; Mathematical analysis; Integral equation","score_opus":0.08944101226913498,"score_gpt":0.39798798039293737,"score_spread":0.3085469681238024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542241324","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022186082,0.0004993173,0.97476494,0.00012978773,0.00003894972,0.000020547273,0.000014449313,0.000088201,0.0022576998],"genre_scores_gemma":[0.5347283,0.001095235,0.45708266,0.000097610005,0.00011232401,0.0001611355,0.00006811548,0.00019640011,0.0064582494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996768,0.00014330538,0.000015148897,0.000031168416,0.0001083757,0.000025257035],"domain_scores_gemma":[0.99923027,0.0005591281,0.00006104013,0.00005639435,0.00007126942,0.000021982602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064091,0.0006192119,0.0006852487,0.0005648803,0.0004027662,0.0007201926,0.00063886895,0.0011508003,0.00095818774],"category_scores_gemma":[0.0027678616,0.0002395708,0.00045895713,0.00036218707,0.0014650451,0.0011103664,0.0010059145,0.0011378662,0.0002773421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000575116,0.00004369289,0.0007758441,0.00024514925,0.000032931966,0.00011418039,0.00032185746,0.84133726,0.01408589,0.10986095,0.00035000627,0.032774653],"study_design_scores_gemma":[0.0000039587558,0.00000776055,0.000043379754,0.00000702066,0.0000021203014,0.000018387123,0.00000894382,0.9883084,0.0015703804,0.009235127,0.00079019467,0.0000043106193],"about_ca_topic_score_codex":0.0010257746,"about_ca_topic_score_gemma":0.00071501813,"teacher_disagreement_score":0.0011508003,"about_ca_system_score_codex":0.00036894804,"about_ca_system_score_gemma":0.0004161135,"threshold_uncertainty_score":0.005627513},"labels":[],"label_agreement":null},{"id":"W1965345987","doi":"10.1007/s10492-008-0006-0","title":"Asymptotics of the regression quantile basic solution under misspecification","year":2008,"lang":"en","type":"article","venue":"Applications of Mathematics","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Quantile regression; Statistics; Quantile; Econometrics; Regression; Regression analysis; Applied mathematics","score_opus":0.16401716675778052,"score_gpt":0.40471727481476677,"score_spread":0.24070010805698625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965345987","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039228573,0.0004279197,0.95601904,0.0011941926,0.000052146057,0.00006375544,0.00018886889,0.00033041256,0.0024951398],"genre_scores_gemma":[0.82505983,0.0016934196,0.15974946,0.00068222755,0.0003798921,0.00054091087,0.00089526456,0.0003827566,0.010616257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99747676,0.0014041763,0.00007701457,0.00032937594,0.00046099848,0.00025167913],"domain_scores_gemma":[0.97780985,0.016429838,0.0018089282,0.001416163,0.0020527772,0.000482425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014803554,0.0009826289,0.0019593039,0.001607143,0.0004174369,0.0011805069,0.0020692714,0.0020830312,0.005242757],"category_scores_gemma":[0.07517441,0.0005517246,0.0011736763,0.00152725,0.0023810714,0.0025224604,0.0026030268,0.0028104312,0.0006389274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013969494,0.00006008961,0.003907157,0.00026479553,0.00011919958,0.00032183612,0.00040835477,0.16156611,0.0036754208,0.7828962,0.0027709447,0.043870196],"study_design_scores_gemma":[0.00005016598,0.000105366074,0.0028759877,0.000072784416,0.000044656477,0.0002049963,0.00009027414,0.6029106,0.0011150197,0.39018634,0.0023036178,0.00004018916],"about_ca_topic_score_codex":0.0027208948,"about_ca_topic_score_gemma":0.0010637809,"teacher_disagreement_score":0.014803554,"about_ca_system_score_codex":0.0013616411,"about_ca_system_score_gemma":0.0020956644,"threshold_uncertainty_score":0.07828963},"labels":[],"label_agreement":null},{"id":"W1999445940","doi":"10.1007/s10492-014-0047-5","title":"Gini indices and the moments of the share density function","year":2014,"lang":"en","type":"article","venue":"Applications of Mathematics","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Mathematics; Index (typography); Gini coefficient; Variance (accounting); Distribution (mathematics); Statistics; Econometrics; Order (exchange); Probability density function; Value (mathematics); Order statistic; Income distribution; Function (biology); Inequality; Economic inequality; Economics; Mathematical analysis","score_opus":0.023895041695117025,"score_gpt":0.29243534909163,"score_spread":0.26854030739651297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999445940","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20675774,0.0033195347,0.7302905,0.004385448,0.00021193712,0.000063689586,0.0015725839,0.00037232146,0.053026225],"genre_scores_gemma":[0.951341,0.0022336277,0.039317563,0.00020009966,0.00037485035,0.000117424956,0.00067533256,0.00015015027,0.005590005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99901664,0.00033771433,0.000041235693,0.00018811903,0.0002950448,0.00012125728],"domain_scores_gemma":[0.9943024,0.0037236284,0.0008556124,0.00042568546,0.0004964158,0.0001962626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021434277,0.00041708926,0.00060751464,0.0021035392,0.00048174406,0.0017991327,0.0007357278,0.0006633524,0.0044266484],"category_scores_gemma":[0.018324919,0.00026280902,0.0005227821,0.002027586,0.002132694,0.0036754273,0.0009140731,0.001554353,0.000542881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023534696,0.0000141430755,0.0037181852,0.000036301386,0.000032261818,0.00006640245,0.00017456916,0.029439228,0.00069878227,0.95035535,0.0020073627,0.013433808],"study_design_scores_gemma":[0.0000040119244,0.000010613711,0.006652227,0.000020732,0.000007772254,0.00008911422,0.000046552123,0.0681616,0.00045495242,0.92137986,0.0031492799,0.00002324526],"about_ca_topic_score_codex":0.0016983972,"about_ca_topic_score_gemma":0.0014257155,"teacher_disagreement_score":0.0044266484,"about_ca_system_score_codex":0.0020824892,"about_ca_system_score_gemma":0.0006825702,"threshold_uncertainty_score":0.015109539},"labels":[],"label_agreement":null},{"id":"W2255502700","doi":"10.1007/s10492-015-0100-z","title":"Global continuum of positive solutions for discrete p-Laplacian eigenvalue problems","year":2015,"lang":"en","type":"article","venue":"Applications of Mathematics","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Mathematics; Eigenvalues and eigenvectors; Monotone polygon; Lambda; Combinatorics; p-Laplacian; Laplace operator; Integer (computer science); Mathematical analysis; Mathematical physics; Pure mathematics; Geometry; Physics; Quantum mechanics; Boundary value problem","score_opus":0.09147340718632178,"score_gpt":0.35849352341825985,"score_spread":0.26702011623193805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255502700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6090285,0.001409368,0.29766604,0.0033792278,0.000121695666,0.00008960491,0.00014522372,0.00016910536,0.0879913],"genre_scores_gemma":[0.9650266,0.00041721575,0.022543075,0.00018729018,0.00008780651,0.0001256746,0.00006998249,0.000040932617,0.011501387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997482,0.0000749178,0.000010698999,0.000044483444,0.000080369246,0.00004140504],"domain_scores_gemma":[0.99929774,0.0003234351,0.00010337251,0.000029094253,0.00008949038,0.00015681027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005820154,0.00047469113,0.00037102803,0.0011062346,0.001105345,0.0015571513,0.00068947097,0.0008582204,0.0026108827],"category_scores_gemma":[0.0016830122,0.00027766117,0.0004075034,0.0003899275,0.0024492538,0.0014892188,0.0022063188,0.0012240052,0.0002819346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069825,0.000071367656,0.0009948284,0.00011011584,0.000014088765,0.0006238333,0.00043197555,0.02558209,0.008712143,0.9559052,0.0012267744,0.0062578805],"study_design_scores_gemma":[0.00006228827,0.00011767891,0.0008117537,0.00007444863,0.000010377676,0.00062095723,0.0005205127,0.261754,0.0037764853,0.72714955,0.005067627,0.000034219414],"about_ca_topic_score_codex":0.0003175236,"about_ca_topic_score_gemma":0.00026602324,"teacher_disagreement_score":0.0026108827,"about_ca_system_score_codex":0.0008324201,"about_ca_system_score_gemma":0.00049081875,"threshold_uncertainty_score":0.008734286},"labels":[],"label_agreement":null}]}