{"meta":{"query_hash":"41bd2dfceb8b","filters":{"venue":"Doklady Mathematics"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/41bd2dfceb8b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Doklady+Mathematics"},"results":[{"id":"W2013245977","doi":"10.1134/s1064562407050341","title":"Semiclassical soliton-type solutions of the Hartree equation","year":2007,"lang":"en","type":"article","venue":"Doklady Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Semiclassical physics; Mathematics; Hartree; Soliton; Type (biology); Mathematical physics; Mathematical analysis; Quantum mechanics; Physics; Nonlinear system; Geology; Quantum","score_opus":0.040752158541193705,"score_gpt":0.28613251298169307,"score_spread":0.24538035444049935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013245977","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":[0.8081368,0.0012982119,0.07798886,0.0038218077,0.00050462416,0.00006564505,0.00026571902,0.00026762663,0.10765075],"genre_scores_gemma":[0.9565714,0.00061422284,0.012621461,0.00034592734,0.00027482142,0.00004759253,0.00015456977,0.00004810676,0.029321866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998517,0.000042441643,0.000007742373,0.000013685201,0.000053607993,0.000030816238],"domain_scores_gemma":[0.99968994,0.000094959556,0.000065015825,0.000033989287,0.0000601243,0.000055852383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032534462,0.00042829476,0.00041174976,0.00072095654,0.000836602,0.0014966413,0.00055341335,0.0011871193,0.0047183465],"category_scores_gemma":[0.001489877,0.00020545775,0.0002885404,0.0005427757,0.0013154943,0.0016829323,0.0009723053,0.001312577,0.000570917],"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":[0.00006204963,0.000035738074,0.0003070099,0.000046107936,0.00001203434,0.00026614734,0.00027786812,0.0041350145,0.0054454217,0.984831,0.0013350873,0.0032466396],"study_design_scores_gemma":[0.000082801336,0.000029234832,0.00059385214,0.000020225574,0.0000067799283,0.00038714294,0.00016670974,0.06336958,0.0012192273,0.9323769,0.0017192231,0.000028287228],"about_ca_topic_score_codex":0.00073190295,"about_ca_topic_score_gemma":0.0006136166,"teacher_disagreement_score":0.0047183465,"about_ca_system_score_codex":0.0005839042,"about_ca_system_score_gemma":0.00066024857,"threshold_uncertainty_score":0.015784383},"labels":[],"label_agreement":null},{"id":"W2036307848","doi":"10.1134/s1064562409050184","title":"A sharp estimate for the smoothness of a conjugacy linearizing a nonlinear circle diffeomorphism","year":2009,"lang":"en","type":"article","venue":"Doklady Mathematics","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Diffeomorphism; Mathematics; Smoothness; Conjugacy class; Nonlinear system; Pure mathematics; Mathematical analysis","score_opus":0.02614381510990851,"score_gpt":0.29289720408305087,"score_spread":0.2667533889731424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036307848","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":[0.3710818,0.0019746032,0.57996374,0.004141688,0.0006758373,0.00014538103,0.0005183347,0.0009214368,0.040577155],"genre_scores_gemma":[0.915783,0.0015813329,0.058288246,0.0005135016,0.0009974055,0.00018064099,0.00052000745,0.00044703658,0.021688832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99915385,0.00018656148,0.000031472613,0.00022677923,0.00030210608,0.00009924678],"domain_scores_gemma":[0.9925426,0.003944885,0.0007923527,0.00064461085,0.00096231984,0.0011131972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020132286,0.0016818807,0.0011793751,0.0041583837,0.0012034114,0.0022383067,0.0015537189,0.0025715982,0.005639767],"category_scores_gemma":[0.013082748,0.0007732235,0.0012092371,0.0008258845,0.0037877762,0.004287508,0.0048399954,0.006050518,0.0010450379],"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":[0.0005276202,0.000170858,0.0037327004,0.0004978683,0.0001064198,0.0007009996,0.000785338,0.022038283,0.060673468,0.86125284,0.0053870147,0.04412655],"study_design_scores_gemma":[0.00007414747,0.00071492797,0.008833307,0.0001499521,0.00013817899,0.001237574,0.00041902813,0.29329935,0.01643562,0.66480345,0.013693707,0.00020080837],"about_ca_topic_score_codex":0.00078398956,"about_ca_topic_score_gemma":0.00044407463,"teacher_disagreement_score":0.005639767,"about_ca_system_score_codex":0.0012918684,"about_ca_system_score_gemma":0.00045032782,"threshold_uncertainty_score":0.018866897},"labels":[],"label_agreement":null},{"id":"W2071043710","doi":"10.1134/s1064562414070308","title":"Inhomogeneous factorized second-order hyperbolic equation in a quarter of the plane with a seminonstationary factorized second directional derivative in the boundary condition","year":2014,"lang":"en","type":"article","venue":"Doklady Mathematics","topic":"Differential Equations and Boundary Problems","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Quarter (Canadian coin); Mathematical analysis; Directional derivative; Derivative (finance); Order (exchange); Plane (geometry); Boundary value problem; Second derivative; Boundary (topology); Transformation (genetics); Hyperbolic function; Geometry","score_opus":0.028624402465270548,"score_gpt":0.2637000177853779,"score_spread":0.23507561532010735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071043710","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":[0.5285276,0.0024886194,0.37879863,0.0033009779,0.0013302946,0.00014737924,0.0006270108,0.00035932416,0.084420174],"genre_scores_gemma":[0.9072721,0.00082213234,0.03393545,0.0004891068,0.00048240367,0.00007148762,0.00037257894,0.00020374332,0.056351103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997402,0.00007700845,0.000012926429,0.000054306216,0.00006683462,0.00004875253],"domain_scores_gemma":[0.99956185,0.00006195284,0.00007350518,0.000041656804,0.00014816217,0.000112869115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045572253,0.000980252,0.0011823474,0.0011062836,0.0006617416,0.0015839709,0.0011374913,0.0016772689,0.0045995363],"category_scores_gemma":[0.0012565234,0.0003710802,0.0010204022,0.0005891824,0.0018465118,0.002324572,0.0015310461,0.0017703343,0.00045187824],"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":[0.00037626197,0.0001276697,0.0015654396,0.00019867589,0.000096527256,0.0011895213,0.0003233281,0.06571241,0.024772622,0.8927569,0.0033430967,0.009537467],"study_design_scores_gemma":[0.00017573326,0.00020305766,0.0033110227,0.000038697468,0.00006724634,0.0010935707,0.00038326267,0.7561418,0.0049204365,0.22542359,0.008109529,0.00013202534],"about_ca_topic_score_codex":0.0059057255,"about_ca_topic_score_gemma":0.0044794106,"teacher_disagreement_score":0.0059057255,"about_ca_system_score_codex":0.001513981,"about_ca_system_score_gemma":0.0011932771,"threshold_uncertainty_score":0.015386999},"labels":[],"label_agreement":null},{"id":"W2084106432","doi":"10.1134/s1064562407010322","title":"Nonhomogeneous telegraph processes and their application to financial market modeling","year":2007,"lang":"en","type":"article","venue":"Doklady Mathematics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":3,"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":"Mathematics; Financial market; Mathematical economics; Finance; Economics","score_opus":0.019166625078961594,"score_gpt":0.2194425641520222,"score_spread":0.20027593907306063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084106432","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":[0.035775427,0.001791754,0.95177275,0.0010117068,0.00020224106,0.000042764095,0.00012077966,0.00008877648,0.009193806],"genre_scores_gemma":[0.90773237,0.0044765514,0.0729282,0.0002866639,0.0005989236,0.00017907518,0.00015978623,0.00005745254,0.01358102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996,0.0001469639,0.000021316142,0.00007784653,0.00010220533,0.000051662384],"domain_scores_gemma":[0.99822205,0.0011406941,0.00033771244,0.00009142464,0.00010498914,0.00010311412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009983049,0.0005722168,0.0007056258,0.0010545047,0.00062807783,0.0013351345,0.00071037747,0.0015394709,0.0035403566],"category_scores_gemma":[0.003495595,0.0003271979,0.0007973877,0.0011719407,0.0017100435,0.00167863,0.0010847279,0.0016877066,0.00032932003],"study_design_candidate":"simulation_or_modeling","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":[0.000020359914,0.0000368714,0.0006611738,0.000053269592,0.00002553272,0.000245522,0.00013666478,0.13335301,0.0011300892,0.8551417,0.00069422834,0.008501536],"study_design_scores_gemma":[0.000010485853,0.000030468767,0.000293073,0.00001271766,0.000010779358,0.00010483259,0.000043064007,0.67016256,0.0002167817,0.32692462,0.002175083,0.000015592497],"about_ca_topic_score_codex":0.002081748,"about_ca_topic_score_gemma":0.0010833937,"teacher_disagreement_score":0.0035403566,"about_ca_system_score_codex":0.00074564875,"about_ca_system_score_gemma":0.0006211992,"threshold_uncertainty_score":0.011843681},"labels":[],"label_agreement":null},{"id":"W2087295105","doi":"10.1134/s1064562407030052","title":"On a property of multidimensional normal distributions and its application to the computation of options","year":2007,"lang":"en","type":"article","venue":"Doklady Mathematics","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada; University of Alberta","funders":"","keywords":"Mathematics; Property (philosophy); Computation; Applied mathematics; Calculus (dental); Algorithm; Epistemology; Medicine","score_opus":0.05619199598957699,"score_gpt":0.36529460474965736,"score_spread":0.3091026087600804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087295105","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":[0.010624999,0.0010845568,0.98356277,0.00086865877,0.00020106624,0.00002666904,0.000056471225,0.00007393725,0.00350079],"genre_scores_gemma":[0.4877486,0.0066904,0.48944634,0.00079645996,0.0017000587,0.00024715037,0.00040011012,0.000430846,0.012540081],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983114,0.0008272712,0.00012104013,0.000251913,0.00038460497,0.00010380131],"domain_scores_gemma":[0.9778685,0.017668365,0.000672146,0.0012543338,0.0018688315,0.0006677637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068506133,0.0012769481,0.0015143832,0.0033857615,0.001122777,0.0031720344,0.0019850535,0.0025979448,0.0038178621],"category_scores_gemma":[0.04523093,0.0007568312,0.002246268,0.004068731,0.0054602427,0.008622467,0.0041986695,0.004363917,0.00067984546],"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":[0.00005388019,0.000035021207,0.0010999943,0.00011469791,0.00003382106,0.00014241466,0.0002079755,0.06718099,0.0010220349,0.8971067,0.0014613925,0.03154117],"study_design_scores_gemma":[0.000010254055,0.000034151188,0.00026234053,0.000039662944,0.0000122978745,0.00009370655,0.000034172233,0.3465715,0.00040140375,0.65074193,0.0017747233,0.000023976076],"about_ca_topic_score_codex":0.002446023,"about_ca_topic_score_gemma":0.0014791547,"teacher_disagreement_score":0.0068506133,"about_ca_system_score_codex":0.0010556072,"about_ca_system_score_gemma":0.0011704346,"threshold_uncertainty_score":0.036229968},"labels":[],"label_agreement":null}]}