{"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":"83f0dc7657f0","filters":{"venue":"Научные проблемы гуманитарных исследований"}},"results":[{"id":"W2260219721","doi":"","title":"К вопросу о влиянии демографических факторов на динамику этнической карты кабардинцев в конце XVIII первой четверти XIX в","year":2011,"lang":"ru","type":"article","venue":"Научные проблемы гуманитарных исследований","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Independence (probability theory); Quarter (Canadian coin); History; Phenomenon; Ancient history; Geography; Demography; Archaeology; Philosophy; Sociology","authors":[{"name":"Марат Валерьевич Каншоков","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1101839355742761,"gpt":0.2841754569181756,"spread":0.1739915213438995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006045062,0.0002314709,0.0002028086,0.001313657,0.001357147,0.002624556,0.0002597212,0.0004899264,0.008951883],"category_scores_gemma":[0.001286181,0.0003146227,0.0002335107,0.001390902,0.001692966,0.0007103731,0.0008863194,0.0008249265,0.002479291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402233,"about_ca_system_score_gemma":0.003097841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006794867,"about_ca_topic_score_gemma":0.01313622,"domain_scores_codex":[0.9994447,0.0001130558,0.00002436194,0.0001085475,0.0002178152,0.000091567],"domain_scores_gemma":[0.9994718,0.0001277447,0.0000994736,0.00008229572,0.0001566164,0.00006214294],"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":[0.0001721549,0.00009890306,0.01461394,0.0006055647,0.00004837452,0.001534644,0.01822207,0.002869487,0.04924457,0.5388458,0.00558098,0.3681634],"study_design_scores_gemma":[0.00003353466,0.000166171,0.04997101,0.000351093,0.00007538358,0.002083618,0.01279118,0.001327437,0.02499775,0.1630733,0.744993,0.0001365232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3577593,0.03037301,0.07360287,0.004769763,0.0007956169,0.0002139641,0.0008130906,0.0003960266,0.5312763],"genre_scores_gemma":[0.9159537,0.009899201,0.02755349,0.0001006564,0.0001109795,0.0001539141,0.0002007405,0.00009317212,0.04593426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008951883,"threshold_uncertainty_score":0.02994698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W28822732","doi":"10.1016/j.neuropsychologia.2017.08.020","title":"Вопросы организации практикума на занятиях по дисциплинам гостиничного сервиса","year":2012,"lang":"en","type":"article","venue":"Научные проблемы гуманитарных исследований","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Computer science","authors":[{"name":"Соня Баймурзаевна Узденова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05966425846535914,"gpt":0.4373843923921925,"spread":0.3777201339268333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007514485,0.000306638,0.0003608946,0.001456942,0.0006358675,0.001635533,0.0003377937,0.0005123841,0.01058142],"category_scores_gemma":[0.001551953,0.0005044398,0.0003302409,0.001092157,0.0007755706,0.0006801215,0.0006339282,0.0009932412,0.004246052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000676261,"about_ca_system_score_gemma":0.001207033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002985414,"about_ca_topic_score_gemma":0.00461703,"domain_scores_codex":[0.9994368,0.00005936189,0.00004384683,0.0001069275,0.0002993351,0.00005381374],"domain_scores_gemma":[0.9993498,0.000152355,0.0001800805,0.0001007722,0.0001625411,0.00005450236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003125858,0.0001243136,0.006328058,0.0007493817,0.00008408992,0.001337155,0.001251072,0.001934664,0.3024961,0.08471994,0.008515901,0.5921468],"study_design_scores_gemma":[0.0001526933,0.000507405,0.04526709,0.0003436304,0.0002073998,0.004525787,0.001184101,0.006122081,0.1418624,0.04928937,0.7502376,0.0003004123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3309156,0.05988751,0.3105156,0.005503161,0.002685077,0.0005146042,0.002430422,0.002362075,0.2851861],"genre_scores_gemma":[0.863349,0.01666049,0.09164574,0.0002818549,0.0003284861,0.0005483099,0.0004218139,0.0003141628,0.02645009],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01058142,"threshold_uncertainty_score":0.03539842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}