{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"41bd2dfceb8b","filters":{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"В. В. Белов","is_ca":false},{"name":"M. F. Kondrat’eva","is_ca":true},{"name":"E. Yu. Smirnova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0407521585411937,"gpt":0.2861325129816931,"spread":0.2453803544404994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000273734,0.0000879622,0.0001329916,0.00002385452,0.0001195031,0.00001452038,0.0001550504,0.00003596464,0.0001410298],"category_scores_gemma":[0.00002605193,0.00006089675,0.0001081199,0.0001699386,0.00007463816,0.00004321742,0.00007489933,0.0001184813,0.00003794906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001484945,"about_ca_system_score_gemma":0.00004808884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001485551,"about_ca_topic_score_gemma":0.000006393302,"domain_scores_codex":[0.9992196,0.00001571982,0.0002853706,0.00008706905,0.0001734098,0.000218838],"domain_scores_gemma":[0.9992849,0.000143476,0.0001328352,0.0003127205,0.00007921011,0.00004682012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005768541,0.0005526408,0.004479598,0.00003889519,0.00007178243,4.146406e-7,0.001777228,0.0000535759,0.009407154,0.9794554,0.001991223,0.002166295],"study_design_scores_gemma":[0.001784546,0.0001842463,0.01186854,0.0003584639,0.0003984225,0.00001045879,0.007856674,0.1320382,0.09120225,0.7320427,0.02128162,0.0009738864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7835515,0.00003190205,0.1573218,0.0004061057,0.0006355588,0.0003527266,0.00005400539,0.00003911443,0.05760723],"genre_scores_gemma":[0.9928751,4.522868e-7,0.005568081,0.00001914579,0.0003028613,0.000001551039,0.00001256889,0.00001245566,0.001207808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2474127,"threshold_uncertainty_score":0.2483297,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics; Financial market; Mathematical economics; Finance; Economics","authors":[{"name":"Alexander Melnikov","is_ca":true},{"name":"Nikita Ratanov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01916662507896159,"gpt":0.2194425641520222,"spread":0.2002759390730606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000497181,0.0001838339,0.000319007,0.0001896434,0.0001730857,0.00005560292,0.0002200251,0.0001069589,0.00001644145],"category_scores_gemma":[0.0003687531,0.0001865354,0.00004421013,0.0005827119,0.00003226368,0.00008184683,0.0000703814,0.00009403955,0.00009281482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003385435,"about_ca_system_score_gemma":0.00003156701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003592072,"about_ca_topic_score_gemma":0.00005984959,"domain_scores_codex":[0.9986988,9.029976e-7,0.0005787834,0.000372818,0.00004036627,0.0003082804],"domain_scores_gemma":[0.9991769,0.0001037368,0.0001928124,0.000304068,0.00009715961,0.0001253722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001917839,0.0002075584,0.000270423,0.0003433503,0.00001548483,0.000001169206,0.002293187,0.0001186108,0.0001136638,0.98856,0.0001675866,0.007889845],"study_design_scores_gemma":[0.0002055313,0.00005576434,0.0003963928,0.00003776305,0.000007768891,0.00002125888,0.0002297314,0.04393181,0.0002216257,0.9484861,0.006019457,0.0003868158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03207677,0.0008237648,0.9600768,0.0001736775,0.00005834144,0.0004794508,0.00009386483,0.00006770663,0.006149606],"genre_scores_gemma":[0.9546885,0.0000607855,0.04452053,0.0002587524,0.0001650067,0.0001579256,0.000009183404,0.00003377661,0.0001054848],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9226118,"threshold_uncertainty_score":0.7606692,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Diffeomorphism; Mathematics; Smoothness; Conjugacy class; Nonlinear system; Pure mathematics; Mathematical analysis","authors":[{"name":"A. Yu. Teplinskii","is_ca":false},{"name":"Konstantin Khanin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02614381510990851,"gpt":0.2928972040830509,"spread":0.2667533889731424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000421475,0.0002088248,0.0004022599,0.00007187918,0.0001241794,0.00009252521,0.001071343,0.0000700334,0.000003884496],"category_scores_gemma":[0.0006375646,0.0001597588,0.0001382637,0.0002842817,0.00005758566,0.0002375484,0.0001427463,0.000157157,0.00001067331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002734928,"about_ca_system_score_gemma":0.0000329643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001105957,"about_ca_topic_score_gemma":2.66372e-7,"domain_scores_codex":[0.9984823,0.000009980602,0.0005656136,0.0002703708,0.0003104614,0.0003612177],"domain_scores_gemma":[0.9974889,0.001136904,0.0002265717,0.0009108502,0.00015876,0.00007803968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001670288,0.0008701296,0.000003904167,0.001283814,0.0001030575,0.00001156451,0.005677472,0.08247047,0.01376313,0.8618646,0.0001323201,0.03380287],"study_design_scores_gemma":[0.0003470571,0.00007597884,0.00001887621,0.0001735314,0.00002731093,0.0000178451,0.00002922194,0.8680772,0.003162252,0.1277945,0.0001086478,0.000167568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004775344,0.0001365619,0.9932192,0.0007407583,0.0001460228,0.0005670177,0.000009422027,0.0002368888,0.0001687695],"genre_scores_gemma":[0.2454469,0.00000743554,0.754261,0.0001177112,0.00006215771,0.0000445349,0.000001299185,0.00002344759,0.00003560672],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7856067,"threshold_uncertainty_score":0.6514774,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Е. И. Моисеев","is_ca":false},{"name":"Ф. Е. Ломовцев","is_ca":false},{"name":"Е. Н. Новиков","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02862440246527055,"gpt":0.2637000177853779,"spread":0.2350756153201073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007351825,0.0002839315,0.0004661024,0.000201528,0.0001899019,0.0001111093,0.0003056327,0.0001343703,0.0006917284],"category_scores_gemma":[0.0003116885,0.0001694927,0.00008855703,0.0005959398,0.0001947121,0.0002374418,0.00004355358,0.0003255054,0.000009292951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009444756,"about_ca_system_score_gemma":0.0001977116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005205325,"about_ca_topic_score_gemma":0.001492923,"domain_scores_codex":[0.99768,0.0003578323,0.0008140022,0.0002605484,0.0006160941,0.0002715413],"domain_scores_gemma":[0.9969807,0.00182354,0.0005357607,0.0004459831,0.0001780359,0.0000359963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008956422,0.01122488,0.01939768,0.005822335,0.001113539,0.00004949541,0.2837944,0.0009852477,0.07061809,0.598339,0.003554305,0.004205388],"study_design_scores_gemma":[0.007301511,0.0007774635,0.01530413,0.0009045852,0.0001969463,0.0002285035,0.01116676,0.01182576,0.004568115,0.944475,0.002308775,0.000942423],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741204,0.00002031365,0.02086225,0.000150444,0.0001588011,0.001078616,0.0001150495,0.00003380555,0.003460325],"genre_scores_gemma":[0.9913896,0.000002761814,0.007736474,0.0000912069,0.0000547479,0.0001919397,0.0001199465,0.00003321801,0.0003801174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461361,"threshold_uncertainty_score":0.7573941,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bank of Canada; University of Alberta","funders":"","keywords":"Mathematics; Property (philosophy); Computation; Applied mathematics; Calculus (dental); Algorithm; Epistemology; Medicine","authors":[{"name":"Александр Викторович Мельников","is_ca":true},{"name":"Yu. V. Romanyuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05619199598957699,"gpt":0.3652946047496574,"spread":0.3091026087600804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001629124,0.00007015658,0.0001463319,0.0001299456,0.0001166977,0.00001528657,0.0001427796,0.0000394679,0.00001161845],"category_scores_gemma":[0.000849469,0.00003602744,0.00003710111,0.0005636084,0.00004446923,0.00007854171,0.00004970709,0.00004951667,0.00003803506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001170801,"about_ca_system_score_gemma":0.00002367156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007955355,"about_ca_topic_score_gemma":0.00001424387,"domain_scores_codex":[0.9985855,0.00003577809,0.0005743402,0.0001372148,0.0005730664,0.00009408283],"domain_scores_gemma":[0.9982609,0.0006823894,0.0003041765,0.0002205696,0.0004782907,0.00005365845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001430458,0.00133046,0.001393713,0.00006273707,0.00004512632,0.00000110186,0.007887019,0.1793734,0.01602297,0.7308711,0.003474076,0.05939524],"study_design_scores_gemma":[0.0006550206,0.0003445092,0.02946481,0.0001002358,0.00006112691,0.00002106948,0.001479732,0.8942659,0.0204641,0.04945454,0.003433864,0.0002551087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3638979,0.00002337287,0.6346608,0.0003375037,0.00004049051,0.0003940983,0.00004715627,0.000008500346,0.0005901479],"genre_scores_gemma":[0.9766772,0.00001501133,0.02309248,0.00002725041,0.00001583339,0.00001141778,0.00001785774,0.000004571878,0.0001383685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7148925,"threshold_uncertainty_score":0.1469156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}