{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.005402708,0.003510836,0.003713453,0.001556235,0.004585924,0.001247847,0.006728032,0.003113449,0.04146941],"category_scores_gemma":[0.001169406,0.003849618,0.002491266,0.003493188,0.005027971,0.003202884,0.002085355,0.003245581,0.02839518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500604,"about_ca_system_score_gemma":0.004050207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026976,"about_ca_topic_score_gemma":0.006504651,"domain_scores_codex":[0.9777545,0.002085292,0.004594062,0.005084076,0.00392291,0.006559144],"domain_scores_gemma":[0.9868804,0.001378619,0.003488917,0.003719492,0.001061038,0.003471581],"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":[0.001461816,0.005261656,0.09426327,0.0007760328,0.004712479,0.001484327,0.1550445,0.00008408012,0.0007061388,0.1998234,0.416698,0.1196844],"study_design_scores_gemma":[0.005862909,0.0008431209,0.1270487,0.0009000488,0.001105936,0.0001458768,0.02213579,0.0002809838,0.001260491,0.01699915,0.8164955,0.006921463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2187638,0.004722255,0.0003351062,0.009882804,0.01454523,0.003124997,0.0005865723,0.001970264,0.746069],"genre_scores_gemma":[0.8524097,0.004244236,0.004524489,0.004606955,0.004971783,0.000516557,0.0003949736,0.0007455789,0.1275857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6336459,"threshold_uncertainty_score":0.9997889,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003159697,0.0006419891,0.0007006428,0.0005010794,0.002345526,0.0003206852,0.0009960822,0.0004498531,0.03025073],"category_scores_gemma":[0.001699367,0.0006327368,0.0003488673,0.002125639,0.0009655153,0.001442459,0.0002327522,0.0006667903,0.001430407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004766406,"about_ca_system_score_gemma":0.0005487094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004282298,"about_ca_topic_score_gemma":0.007505507,"domain_scores_codex":[0.9940057,0.0006652312,0.001017497,0.0007860805,0.001422203,0.002103263],"domain_scores_gemma":[0.9964683,0.0005798627,0.0004887386,0.0009727984,0.0006962654,0.0007940293],"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":[0.00008725779,0.001428713,0.1393874,0.0001314168,0.0004046863,0.00001880346,0.1513533,0.000008920096,0.0008141759,0.2592939,0.3729149,0.07415664],"study_design_scores_gemma":[0.0008290967,0.00006534616,0.05470126,0.00006142345,0.00009464032,0.00001054369,0.03925043,0.00001095475,0.0006098427,0.001368872,0.9020863,0.0009113406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2424839,0.005880889,0.0006445711,0.0162103,0.008607771,0.001366428,0.0000729391,0.001288532,0.7234447],"genre_scores_gemma":[0.9435322,0.0006156103,0.001922182,0.004356824,0.006267255,0.0002094498,0.00009794212,0.0001107474,0.04288783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7010483,"threshold_uncertainty_score":0.9996124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}