{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"12f123853f1a","filters":{"venue":"Труды Математического института им Стеклова"}},"results":[{"id":"W4318658015","doi":"10.4213/tm4258","title":"Дискретизация интегральных норм по значениям в точках и ее приложение","year":2022,"lang":"ru","type":"article","venue":"Труды Математического института им Стеклова","topic":"Military Technology and Strategies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education and Science of the Russian Federation","keywords":"Chemistry","authors":[{"name":"Feng Dai","is_ca":true},{"name":"Vladimir Temlyakov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00769113770683514,"gpt":0.1898777282497055,"spread":0.1821865905428704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001790369,0.00220971,0.002213373,0.001489596,0.002864441,0.0003345158,0.003590574,0.001391988,0.02706875],"category_scores_gemma":[0.0002625025,0.002665126,0.001101285,0.002838597,0.00104048,0.001045939,0.00208415,0.005980955,0.003451368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285188,"about_ca_system_score_gemma":0.0007248376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006520702,"about_ca_topic_score_gemma":0.0005571747,"domain_scores_codex":[0.9890162,0.0007728931,0.0021534,0.002489605,0.002006754,0.003561175],"domain_scores_gemma":[0.9942501,0.0005652332,0.0005063656,0.003625832,0.0002512666,0.0008011932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001501359,0.003295204,0.01278823,0.002811235,0.005875235,0.00582654,0.01280785,0.1000553,0.01641859,0.3350466,0.4154004,0.08817347],"study_design_scores_gemma":[0.008159044,0.003993623,0.0156474,0.0005954982,0.001843764,0.00213144,0.02748314,0.03805404,0.004235665,0.08400497,0.8040755,0.009775955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3853964,0.07131693,0.002134657,0.008259614,0.01835371,0.003713494,0.002728276,0.008604112,0.4994928],"genre_scores_gemma":[0.971314,0.002486708,0.001281802,0.001075303,0.0012361,0.0007777376,0.0005454856,0.000573093,0.02070985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5859175,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408344549","doi":"10.4213/tm4453","title":"Модулярность моделей Ландау-Гинзбурга","year":2025,"lang":"ru","type":"article","venue":"Труды Математического института им Стеклова","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Research University Higher School of Economics; Bulgarian National Science Fund; Simons Foundation","keywords":"Computer science","authors":[{"name":"Charles F. Doran","is_ca":true},{"name":"Andrew Harder","is_ca":false},{"name":"Ludmil Katzarkov","is_ca":false},{"name":"Михаил Александрович Овчаренко","is_ca":false},{"name":"Victor Przyjalkowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005402223150900703,"gpt":0.2769609841519804,"spread":0.2715587610010797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008286206,0.001711036,0.001896692,0.0007442289,0.001362416,0.0009763067,0.001856188,0.0007818929,0.005664595],"category_scores_gemma":[0.0001027867,0.001781028,0.001465593,0.001978515,0.0007077933,0.0006426878,0.001180759,0.00210345,0.00563234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003932983,"about_ca_system_score_gemma":0.001789246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133853,"about_ca_topic_score_gemma":0.0001565787,"domain_scores_codex":[0.9915921,0.0004877232,0.002020915,0.002185283,0.0009928523,0.002721133],"domain_scores_gemma":[0.9947179,0.0005214599,0.000642024,0.00273838,0.0005127332,0.0008675299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006314685,0.005041987,0.0557689,0.001167054,0.004526423,0.0002475058,0.002763642,0.0005982996,0.004926929,0.4258694,0.293938,0.2045204],"study_design_scores_gemma":[0.004804713,0.0004133762,0.01685261,0.0012922,0.001173879,0.00001473258,0.003537954,0.005123884,0.005959061,0.03040556,0.9276486,0.002773405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1807626,0.009459731,0.009299734,0.0148969,0.01401757,0.003449112,0.002705103,0.0008493635,0.7645599],"genre_scores_gemma":[0.8490372,0.000294831,0.001767184,0.002056728,0.004540302,0.0001386324,0.0008405274,0.0002641098,0.1410605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6682746,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979887322","doi":"10.4213/tm4014","title":"Многочлен объема регулярных полупростых многообразий Хессенберга и многогранник Гельфанда-Цетлина","year":2019,"lang":"ru","type":"article","venue":"Труды Математического института им Стеклова","topic":"Advanced Algebra and Geometry","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Japan Society for the Promotion of Science; National Research Foundation of Korea; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Lambda; Flag (linear algebra); Physics; Combinatorics; Mathematics; Algebra over a field; Pure mathematics; Quantum mechanics","authors":[{"name":"Megumi Harada","is_ca":true},{"name":"Tatsuya Horiguchi","is_ca":false},{"name":"Mikiya Masuda","is_ca":false},{"name":"Seonjeong Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01527679895735715,"gpt":0.2861938706730813,"spread":0.2709170717157241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002980222,0.004540538,0.005389588,0.002319603,0.001592464,0.001320134,0.004779424,0.00317974,0.03674525],"category_scores_gemma":[0.002120831,0.004675011,0.002728501,0.004880802,0.001318094,0.002845127,0.002685292,0.005141771,0.06750792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500723,"about_ca_system_score_gemma":0.001539955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763485,"about_ca_topic_score_gemma":0.0003166203,"domain_scores_codex":[0.9771559,0.00116098,0.005204682,0.005368796,0.004527366,0.006582341],"domain_scores_gemma":[0.9817646,0.003320997,0.00294393,0.008021246,0.001422358,0.002526928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003866442,0.01385439,0.06345711,0.01648411,0.0085183,0.003025579,0.01777086,0.002021256,0.03638023,0.4019592,0.238447,0.1942155],"study_design_scores_gemma":[0.02409274,0.004797469,0.01459676,0.006348728,0.003713835,0.001349076,0.01204498,0.006742909,0.02471779,0.2381735,0.6461632,0.01725899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8062284,0.01324554,0.008992011,0.0041526,0.01647096,0.007435124,0.001250912,0.00282491,0.1393995],"genre_scores_gemma":[0.8200174,0.002049895,0.009248183,0.003879564,0.004296336,0.0003549153,0.000533269,0.00159769,0.1580227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4077162,"threshold_uncertainty_score":0.9997166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199707714","doi":"10.4213/tm4166","title":"О лемме Туэ-Виноградова","year":2021,"lang":"ru","type":"article","venue":"Труды Математического института им Стеклова","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Hungarian Scientific Research Fund","keywords":"Mathematics; Mathematical economics; Calculus (dental); Medicine","authors":[{"name":"József Solymosi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008443114796787717,"gpt":0.2001351576485896,"spread":0.1916920428518019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006692965,0.00155883,0.001662728,0.0005751251,0.0007332877,0.0003644017,0.001415823,0.002012959,0.01221415],"category_scores_gemma":[0.0004261467,0.001807583,0.000801814,0.001919588,0.0007334744,0.0008835238,0.0006561642,0.002791738,0.005704694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004117549,"about_ca_system_score_gemma":0.0007517455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001520867,"about_ca_topic_score_gemma":0.0007403276,"domain_scores_codex":[0.9929322,0.0003540201,0.001453428,0.00187516,0.0009229555,0.002462212],"domain_scores_gemma":[0.9953435,0.0004103946,0.0002261035,0.00291253,0.0004649032,0.000642567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004224408,0.002114477,0.01201176,0.004346997,0.005175038,0.01398209,0.005992515,0.01452598,0.04918085,0.5028151,0.2749474,0.1144854],"study_design_scores_gemma":[0.008864621,0.001385107,0.03417871,0.00264407,0.002067986,0.003446779,0.01692753,0.02652058,0.07407074,0.1503202,0.6687133,0.0108604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1885236,0.09819961,0.003669645,0.007496287,0.009849747,0.001066508,0.0006313973,0.004565578,0.6859976],"genre_scores_gemma":[0.9643865,0.007513774,0.003755818,0.0008475453,0.001275316,0.0001109941,0.000342134,0.0003642093,0.02140373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7758629,"threshold_uncertainty_score":0.999716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386528968","doi":"10.4213/tm4301","title":"Алгебры Ли и интегрируемые системы: эластики и геодезические качения","year":2023,"lang":"ru","type":"article","venue":"Труды Математического института им Стеклова","topic":"Advanced Algebra and Geometry","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":"University of Toronto","funders":"","keywords":"Psychology","authors":[{"name":"Velimir Jurdjevic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05056021739500254,"gpt":0.3433898364747081,"spread":0.2928296190797055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002977512,0.003282025,0.003686573,0.0028475,0.002035733,0.0009920902,0.00357646,0.002276138,0.01071947],"category_scores_gemma":[0.003526547,0.003424977,0.002012949,0.009002093,0.001278084,0.001737155,0.002541525,0.003577735,0.0566363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008950133,"about_ca_system_score_gemma":0.001088144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000984361,"about_ca_topic_score_gemma":0.0003114078,"domain_scores_codex":[0.9816901,0.0008622893,0.003948224,0.003942666,0.003664485,0.005892251],"domain_scores_gemma":[0.987167,0.003220533,0.001844246,0.00465042,0.0009442735,0.002173541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001171985,0.004206408,0.008308974,0.006653964,0.003907389,0.004964115,0.01145619,0.001528956,0.01977116,0.1704392,0.6003448,0.1672468],"study_design_scores_gemma":[0.01219206,0.002063377,0.02194889,0.003879083,0.002617667,0.0007466031,0.01169932,0.008735597,0.01486735,0.3821145,0.5281422,0.01099331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8289967,0.0106624,0.01250436,0.01184821,0.01463048,0.006688535,0.002468337,0.01011096,0.1020901],"genre_scores_gemma":[0.7993723,0.003642845,0.005307102,0.002744414,0.006626543,0.0005802509,0.0009075386,0.001746828,0.1790722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2116753,"threshold_uncertainty_score":0.9992635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312462894","doi":"10.4213/tm4272","title":"Обобщенные виртуальные многогранники и квазиторические многообразия","year":2022,"lang":"ru","type":"article","venue":"Труды Математического института им Стеклова","topic":"Topological and Geometric Data Analysis","field":"Computer Science","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 Toronto","funders":"","keywords":"Computer science","authors":[{"name":"Ivan Limonchenko","is_ca":false},{"name":"Leonid Monin","is_ca":false},{"name":"Askold Khovanskiĭ","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02231469945763954,"gpt":0.2378010940960942,"spread":0.2154863946384547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.004167316,0.002257593,0.002831514,0.003153405,0.00492891,0.001990752,0.01182024,0.0007580352,0.05016432],"category_scores_gemma":[0.001049486,0.002267213,0.002076716,0.01617043,0.001109876,0.002216724,0.01368771,0.00426658,0.00814647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335322,"about_ca_system_score_gemma":0.001256197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818645,"about_ca_topic_score_gemma":0.0002089905,"domain_scores_codex":[0.9795988,0.002335095,0.003167867,0.005164408,0.005274464,0.004459425],"domain_scores_gemma":[0.9879466,0.001394744,0.001691124,0.006352591,0.000635245,0.001979743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006595666,0.00729499,0.01029386,0.0003754151,0.002905655,0.004820405,0.004556462,0.009463241,0.001662869,0.1283363,0.4218082,0.4078231],"study_design_scores_gemma":[0.003508515,0.002608956,0.01163081,0.00009703114,0.0009113094,0.0007700004,0.002231989,0.03103358,0.0006662197,0.01408423,0.9282172,0.004240169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2169752,0.09140901,0.1971571,0.108106,0.05590453,0.009886582,0.0134925,0.009540296,0.2975289],"genre_scores_gemma":[0.9253064,0.001364488,0.006162776,0.009914595,0.002097711,0.0005749945,0.0008631073,0.0002736528,0.0534423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7083312,"threshold_uncertainty_score":0.9990453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111615655","doi":"10.4213/tm4094","title":"Различные отношения эквивалентности в глобальной теории бифуркаций","year":2020,"lang":"ru","type":"article","venue":"Труды Математического института им Стеклова","topic":"Military Technology and Strategies","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 Toronto","funders":"Ministry of Education and Science of the Russian Federation; Russian Foundation for Basic Research","keywords":"Psychology","authors":[{"name":"Наталия Борисовна Гончарук","is_ca":true},{"name":"Nataliya Goncharuk","is_ca":true},{"name":"Юлий Сергеевич Ильяшенко","is_ca":false},{"name":"Yu. Ilyashenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01447635873185985,"gpt":0.1942259780165012,"spread":0.1797496192846413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007131124,0.002335335,0.002364093,0.0006612649,0.0008575691,0.0004176405,0.002830527,0.002418389,0.01023071],"category_scores_gemma":[0.0005736285,0.002599434,0.001030973,0.002418431,0.001087303,0.001311853,0.0008461921,0.003982004,0.01010748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858733,"about_ca_system_score_gemma":0.000511602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003018874,"about_ca_topic_score_gemma":0.0003046461,"domain_scores_codex":[0.9905823,0.0003735888,0.00210106,0.002517374,0.001283043,0.003142674],"domain_scores_gemma":[0.9948692,0.0004350134,0.0004091153,0.002434911,0.0003222893,0.001529517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001608646,0.001343297,0.01074859,0.006456851,0.005383132,0.004434174,0.01862068,0.02477587,0.02979816,0.2708783,0.5342289,0.09172349],"study_design_scores_gemma":[0.01351603,0.005502681,0.02011176,0.002091232,0.002632989,0.0008187075,0.01629386,0.1369009,0.02120776,0.06391457,0.7018507,0.01515877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2543595,0.07995384,0.009514864,0.04580034,0.009743566,0.004204276,0.001618479,0.01374337,0.5810618],"genre_scores_gemma":[0.9833153,0.004141123,0.003459549,0.003153018,0.001553264,0.0001687271,0.0002824051,0.0005422215,0.003384407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7289558,"threshold_uncertainty_score":0.9989385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}