{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"117567532419","filters":{"venue":"Математические вопросы криптографии"}},"results":[{"id":"W2407686293","doi":"10.4213/mvk180","title":"Fault analysis of Kuznyechik","year":2016,"lang":"ru","type":"preprint","venue":"Математические вопросы криптографии","topic":"Cryptographic Implementations and Security","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Block cipher; Computer science; Byte; Cipher; GOST (hash function); Slide attack; Fault (geology); Key (lock); Stream cipher; Attack model; Differential cryptanalysis; Computer security; Cryptography; Encryption; Computer hardware","authors":[{"name":"Riham AlTawy","is_ca":true},{"name":"Onur Duman","is_ca":true},{"name":"Amr Youssef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03019265012258203,"gpt":0.3226177342618357,"spread":0.2924250841392537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002128877,0.001493371,0.003061725,0.004572933,0.0005838021,0.0006162376,0.004984159,0.001027251,0.003300777],"category_scores_gemma":[0.0002371311,0.001330417,0.003135818,0.007336633,0.0008112827,0.0007320336,0.004211974,0.001245369,0.0002735049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071991,"about_ca_system_score_gemma":0.0009253429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135462,"about_ca_topic_score_gemma":0.001343727,"domain_scores_codex":[0.9887932,0.0007490338,0.003289652,0.003062668,0.002331128,0.001774296],"domain_scores_gemma":[0.9890792,0.0008623751,0.00252424,0.005474291,0.001372902,0.0006870202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003016525,0.003421584,0.0734733,0.001297331,0.03625436,0.0002148629,0.01896662,0.002654563,0.006017024,0.6011519,0.01424254,0.2420042],"study_design_scores_gemma":[0.009081232,0.001697418,0.4658506,0.002513822,0.02906549,0.000079404,0.002386058,0.1964402,0.009770189,0.1456556,0.1269736,0.01048634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.199847,0.002023847,0.7598318,0.004188657,0.004762048,0.002156389,0.003495489,0.0005619116,0.02313279],"genre_scores_gemma":[0.9843164,0.001135658,0.01151221,0.0004774585,0.0004637393,0.0001753746,0.0005320025,0.00009846753,0.001288676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7844694,"threshold_uncertainty_score":0.9997815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790464680","doi":"10.4213/mvk117","title":"Описание скрученных линейных рекуррент максимального периода в терминах мультипликаторов","year":2014,"lang":"ru","type":"article","venue":"Математические вопросы криптографии","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Psychology","authors":[{"name":"Сергей Николаевич Зайцев","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009770268943029212,"gpt":0.2114646768475965,"spread":0.2016944079045673,"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","research_integrity","insufficient_payload"],"category_scores_codex":[0.005200782,0.002570571,0.002443942,0.001662073,0.002262858,0.002552436,0.007782589,0.001449013,0.003297354],"category_scores_gemma":[0.00093019,0.002689452,0.0019516,0.004510888,0.001522165,0.002385727,0.00291288,0.002711858,0.00852483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753256,"about_ca_system_score_gemma":0.0007368982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003339853,"about_ca_topic_score_gemma":0.0002613635,"domain_scores_codex":[0.9837344,0.00222955,0.002663485,0.004318477,0.002760685,0.004293459],"domain_scores_gemma":[0.9872621,0.001777588,0.001331352,0.006798141,0.0008151614,0.002015703],"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":[0.0004324219,0.001824655,0.00520276,0.0006325912,0.0007665713,0.0002721294,0.005578967,0.0004681557,0.00357236,0.6212722,0.05483378,0.3051434],"study_design_scores_gemma":[0.005648833,0.0029477,0.01372435,0.001376221,0.0006884817,0.0004447216,0.0006557159,0.04023249,0.00598109,0.1436315,0.7784165,0.006252477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.132747,0.008042961,0.4952222,0.01616899,0.02656365,0.003551247,0.0002684926,0.005543001,0.3118925],"genre_scores_gemma":[0.9654076,0.0005199597,0.01131532,0.006141635,0.00435446,0.000177737,0.00008512325,0.0003785232,0.01161962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8326606,"threshold_uncertainty_score":0.9998473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}