{"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":"940a90110e6c","filters":{"venue":"Известия высших учебных заведений Радиоэлектроника"}},"results":[{"id":"W4390465885","doi":"10.20535/s0021347023040039","title":"Зменшення відношення пікової до середньої потужності за допомогою алгоритму компандування для NOMA сигналу","year":2023,"lang":"uk","type":"article","venue":"Известия высших учебных заведений Радиоэлектроника","topic":"PAPR reduction in OFDM","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Noma; Computer science; Computer network","authors":[{"name":"Арун Кумар","is_ca":true},{"name":"Нішант Гаур","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01789701955910465,"gpt":0.2372955434230696,"spread":0.2193985238639649,"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":[0.003774403,0.004739035,0.00439997,0.004026036,0.00210964,0.001694014,0.005064078,0.003324552,0.01169119],"category_scores_gemma":[0.001769889,0.005583697,0.002629011,0.009734157,0.001489498,0.002761159,0.00225501,0.005184154,0.07502803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737737,"about_ca_system_score_gemma":0.00167601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021031,"about_ca_topic_score_gemma":0.0003681907,"domain_scores_codex":[0.975069,0.001041292,0.005870937,0.005079202,0.004367787,0.008571744],"domain_scores_gemma":[0.9856355,0.001541451,0.00161707,0.006647147,0.001047646,0.003511248],"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":[0.0006788583,0.0015973,0.01091331,0.00370444,0.004159406,0.003510661,0.007417431,0.03695563,0.02899085,0.01715851,0.85053,0.03438359],"study_design_scores_gemma":[0.007975316,0.001006545,0.02372566,0.001784165,0.001426701,0.001210447,0.003667099,0.02615438,0.01613385,0.006652897,0.9010179,0.009245044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5182104,0.01727364,0.003376192,0.0131356,0.06529008,0.008391976,0.003482232,0.02726488,0.343575],"genre_scores_gemma":[0.8710129,0.00736434,0.003958632,0.00156717,0.01257346,0.001322276,0.001628719,0.003004025,0.09756846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3528025,"threshold_uncertainty_score":0.9993423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945494964","doi":"10.20535/s0021347019010047","title":"Система управления движениями пальцев на основе модели искусственной нейронной сети","year":2019,"lang":"ru","type":"article","venue":"Известия высших учебных заведений Радиоэлектроника","topic":"Muscle activation and electromyography studies","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":"Saint Paul University","funders":"","keywords":"Computer science","authors":[{"name":"Костянтин Петрович Вонсевич","is_ca":false},{"name":"М. Ф. Гетцель","is_ca":true},{"name":"Е. Мрозовски","is_ca":false},{"name":"Я. Аврейцевич","is_ca":false},{"name":"M. A. Bezuglyi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006596512792958462,"gpt":0.197141592876458,"spread":0.1905450800834996,"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":[0.001427563,0.003198107,0.003279218,0.00191753,0.001147515,0.0009669474,0.002527259,0.001767845,0.0099681],"category_scores_gemma":[0.0003964484,0.00346963,0.001978092,0.004028497,0.000609621,0.002068767,0.0009109423,0.003146558,0.007094348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100977,"about_ca_system_score_gemma":0.00051605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005808765,"about_ca_topic_score_gemma":0.0002252894,"domain_scores_codex":[0.985914,0.0005212332,0.003095967,0.003247106,0.002587634,0.004634071],"domain_scores_gemma":[0.9919249,0.0009378983,0.000991368,0.003938764,0.0007610243,0.001446075],"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":[0.001626973,0.003747923,0.100904,0.007226106,0.01167875,0.0006242905,0.01116579,0.007206546,0.07567949,0.0648812,0.4909679,0.224291],"study_design_scores_gemma":[0.00923967,0.001731486,0.1321617,0.00155813,0.001088616,0.0002247036,0.003066394,0.006126045,0.01609998,0.003423878,0.817452,0.007827442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5873681,0.01897896,0.002461755,0.005780779,0.017094,0.005728187,0.0006298487,0.005222202,0.3567362],"genre_scores_gemma":[0.9647814,0.003741417,0.00160341,0.002155194,0.002481383,0.0003690784,0.0003337893,0.0009299039,0.02360443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3774133,"threshold_uncertainty_score":0.9995281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378808490","doi":"10.20535/s0021347022100041","title":"Метод матричних d-дерев і його застосування до символьного аналізу лінійних параметричних кіл у частотній області","year":2022,"lang":"uk","type":"article","venue":"Известия высших учебных заведений Радиоэлектроника","topic":"Statistical and Computational Modeling","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":"Queen's University","funders":"","keywords":"MATLAB; Computer science; Mathematics; Geology; Programming language","authors":[{"name":"Юрій Іванович Шаповалов","is_ca":false},{"name":"Дарія Романівна Бачик","is_ca":false},{"name":"Ксенія Олегівна Децик","is_ca":false},{"name":"Роман Романюк","is_ca":false},{"name":"Іван Юрійович Шаповалов","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02626871104852396,"gpt":0.2412968315150796,"spread":0.2150281204665556,"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":[0.003690254,0.003121042,0.003138331,0.001748842,0.005522323,0.002317095,0.009067157,0.0008773056,0.01242089],"category_scores_gemma":[0.0008186463,0.003502558,0.001800981,0.005121874,0.001050287,0.002327593,0.008777856,0.004845431,0.005985452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940741,"about_ca_system_score_gemma":0.003783262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827782,"about_ca_topic_score_gemma":0.0001732192,"domain_scores_codex":[0.9745536,0.002424947,0.004566596,0.006069713,0.007152093,0.005233063],"domain_scores_gemma":[0.9869124,0.002838508,0.001910164,0.004556632,0.001241939,0.002540338],"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":[0.001039119,0.004219607,0.003069489,0.0007502749,0.00139498,0.002458194,0.007211654,0.09208215,0.001092126,0.6084154,0.143516,0.134751],"study_design_scores_gemma":[0.006204865,0.002409827,0.005422874,0.000389392,0.0006511533,0.001351007,0.001654631,0.6019432,0.0005681515,0.1557243,0.217513,0.006167575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05125106,0.01238753,0.8175761,0.02582951,0.02565389,0.005013641,0.003359754,0.003961409,0.0549671],"genre_scores_gemma":[0.9153405,0.0004666602,0.04719568,0.0116441,0.003645157,0.001143079,0.0008168691,0.0006729916,0.019075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8640894,"threshold_uncertainty_score":0.999239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206152246","doi":"10.20535/s0021347021080021","title":"Параметричні матричні моделі лінійних параметричних кіл і їх елементів у частотній області","year":2021,"lang":"uk","type":"article","venue":"Известия высших учебных заведений Радиоэлектроника","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","authors":[{"name":"Юрій Іванович Шаповалов","is_ca":false},{"name":"Дарія Романівна Бачик","is_ca":false},{"name":"Роман Романюк","is_ca":false},{"name":"Іван Шаповалов","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01806045883905214,"gpt":0.2560680680908952,"spread":0.238007609251843,"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":[0.001872468,0.003639573,0.00417461,0.001215642,0.002190086,0.001460137,0.003514433,0.002552839,0.02433774],"category_scores_gemma":[0.0007123028,0.00405841,0.002718478,0.004415486,0.00155126,0.001792344,0.002659875,0.005448291,0.01705701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000796489,"about_ca_system_score_gemma":0.003710605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002974374,"about_ca_topic_score_gemma":0.000688124,"domain_scores_codex":[0.9812418,0.0014699,0.003891946,0.005466219,0.002324199,0.005605971],"domain_scores_gemma":[0.9870498,0.00134408,0.001503424,0.006408099,0.001772942,0.001921721],"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":[0.0003850294,0.0111563,0.2504172,0.002023147,0.009249029,0.004546026,0.01058402,0.0004927564,0.06141022,0.3598942,0.1502105,0.1396316],"study_design_scores_gemma":[0.01159137,0.001183745,0.005085603,0.00182607,0.00260995,0.001086563,0.05832759,0.001410884,0.09805329,0.03073935,0.7787639,0.009321636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.842563,0.01389917,0.002311849,0.01466618,0.01336617,0.002199375,0.001500902,0.002790056,0.1067033],"genre_scores_gemma":[0.9448242,0.001018342,0.003612615,0.002292904,0.006730458,0.0004088159,0.001609778,0.0009352744,0.03856767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6285535,"threshold_uncertainty_score":0.9995764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396580271","doi":"10.20535/s0021347023060018","title":"Аналіз складних лінійних параметричних кіл методом приведених матричних D-дерев","year":2023,"lang":"uk","type":"article","venue":"Известия высших учебных заведений Радиоэлектроника","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":"Queen's University","funders":"","keywords":"Materials science","authors":[{"name":"Юрій Іванович Шаповалов","is_ca":false},{"name":"Дарія Романівна Бачик","is_ca":false},{"name":"Ксенія Олегівна Децик","is_ca":false},{"name":"Роман Романюк","is_ca":false},{"name":"Іван Шаповалов","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01352039847755492,"gpt":0.2175584913714499,"spread":0.204038092893895,"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":[0.002801137,0.003897383,0.003683292,0.003387287,0.001911706,0.0007762866,0.004616066,0.004322759,0.006698549],"category_scores_gemma":[0.0009153805,0.004330412,0.001913741,0.007694403,0.00185577,0.002143927,0.00172512,0.005375549,0.03094589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009731444,"about_ca_system_score_gemma":0.001088865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019423,"about_ca_topic_score_gemma":0.000942034,"domain_scores_codex":[0.9820899,0.0007386698,0.004013342,0.00405185,0.002508357,0.006597816],"domain_scores_gemma":[0.9900454,0.001406633,0.0007268799,0.005536307,0.0005885796,0.001696261],"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":[0.000800896,0.001301652,0.009114034,0.004144338,0.004238707,0.00519827,0.006950798,0.01417938,0.01153325,0.4707051,0.4205717,0.05126186],"study_design_scores_gemma":[0.01037379,0.002958872,0.0386179,0.002978283,0.002509064,0.00119192,0.01606268,0.06586559,0.01112763,0.3078739,0.5238286,0.01661184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.415861,0.03346556,0.0029501,0.01428057,0.02217962,0.00583375,0.002683847,0.0345775,0.4681681],"genre_scores_gemma":[0.9475824,0.01228442,0.002047537,0.0009106663,0.002909761,0.0007152308,0.001179231,0.001274503,0.03109631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5317214,"threshold_uncertainty_score":0.9993877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}