{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"4ad8f4d76d54","filters":{"venue":"Интеграция образования"}},"results":[{"id":"W2471960850","doi":"","title":"XV Международная Бахтинская конференция (Стокгольм, 23-27 июля 2014 г. )","year":2014,"lang":"ru","type":"article","venue":"Интеграция образования","topic":"Russian Literature and Bakhtin Studies","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":"China; Biography; Creativity; History; Art history; Media studies; Sociology; Political science; Law","authors":[{"name":"Васильев Николай Леонидович","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01061769220996907,"gpt":0.2769614172667551,"spread":0.266343725056786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005187725,0.0003186864,0.0002078217,0.001515882,0.001198539,0.003513929,0.0002995532,0.0005529014,0.04055311],"category_scores_gemma":[0.0009089962,0.0002149252,0.0002060956,0.002034862,0.001076706,0.00144123,0.0009352655,0.00125675,0.01876083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195428,"about_ca_system_score_gemma":0.001331395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004218792,"about_ca_topic_score_gemma":0.007099181,"domain_scores_codex":[0.9996457,0.00008032087,0.00002527247,0.00005403896,0.0001539181,0.00004074549],"domain_scores_gemma":[0.9997231,0.00007532341,0.00002807135,0.00002930389,0.0001134325,0.00003068117],"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":[0.00008982218,0.00004297034,0.001779771,0.0009794489,0.00001667493,0.0006562685,0.004402349,0.0002737237,0.002743262,0.2572926,0.2609213,0.4708019],"study_design_scores_gemma":[0.000001409172,0.000009382398,0.001637375,0.0001285301,0.000003478248,0.0002417155,0.0004383672,0.00002149068,0.0001948179,0.002961463,0.9943562,0.000005795568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01511689,0.2752624,0.006679744,0.01039477,0.02040761,0.0001494836,0.001161447,0.0002214709,0.6706061],"genre_scores_gemma":[0.2021977,0.199873,0.007189522,0.001693841,0.006781701,0.0002885281,0.001536163,0.0002664051,0.5801732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04055311,"threshold_uncertainty_score":0.1356637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W26274843","doi":"10.1002/etc.3206","title":"Духовно-нравственные основы марийского язычества в преподавании родной литературы (в связи со сменой парадигмы образования)","year":2004,"lang":"en","type":"article","venue":"Интеграция образования","topic":"Religious Studies and Spiritual Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monism; Relation (database); Epistemology; Reading (process); Class (philosophy); Sociology; Philosophy; Linguistics","authors":[{"name":"Ю. А. Калиев","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03669017812782081,"gpt":0.2364744343199941,"spread":0.1997842561921733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004167497,0.0002687259,0.000292264,0.001342972,0.0008996633,0.00170477,0.0003147979,0.0005682725,0.006334751],"category_scores_gemma":[0.0007351408,0.0005448888,0.0004385081,0.001210251,0.001162344,0.0008631652,0.000664435,0.0008070174,0.002449557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007912103,"about_ca_system_score_gemma":0.001410879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668788,"about_ca_topic_score_gemma":0.007184058,"domain_scores_codex":[0.9995248,0.00005065393,0.00002845723,0.0001451952,0.0001889449,0.00006190053],"domain_scores_gemma":[0.9995591,0.00008913234,0.000111692,0.00005586532,0.000134187,0.00005010716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002393168,0.00008315364,0.009269977,0.0007477521,0.00006932464,0.002036818,0.001393929,0.001868736,0.6639692,0.04653897,0.002204667,0.2715782],"study_design_scores_gemma":[0.00006023958,0.0004362938,0.04882025,0.0002898529,0.0001784294,0.005524514,0.002147003,0.003249699,0.3898451,0.03790833,0.511318,0.0002224073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6132393,0.05328584,0.1642436,0.002522003,0.00105252,0.0002390299,0.001920374,0.0006027509,0.1628945],"genre_scores_gemma":[0.8882822,0.01730697,0.06875015,0.0001654084,0.000132701,0.0001845722,0.0005526313,0.0001555342,0.02446979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006334751,"threshold_uncertainty_score":0.02119184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W94110068","doi":"","title":"Поликультурное образование и воспитание в США и Канаде","year":2011,"lang":"ru","type":"article","venue":"Интеграция образования","topic":"Educational Methods and Teacher Development","field":"Computer Science","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":"Computer science","authors":[{"name":"Баранова Елена Борисовна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2220062930558124,"gpt":0.3189399622004713,"spread":0.0969336691446589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389971,0.0004195405,0.0002856132,0.002068534,0.002741681,0.005008908,0.0004846645,0.0007424697,0.01296288],"category_scores_gemma":[0.002870438,0.0005083823,0.0003277874,0.002271137,0.00453813,0.001381673,0.001460019,0.001766884,0.002954263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00303616,"about_ca_system_score_gemma":0.007676376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0333253,"about_ca_topic_score_gemma":0.0565114,"domain_scores_codex":[0.9984231,0.0003099296,0.00006293528,0.0001825675,0.0008481424,0.0001732705],"domain_scores_gemma":[0.9986558,0.000396047,0.000176822,0.0002058398,0.0004593469,0.0001061771],"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":[0.00003998352,0.00003469504,0.00146123,0.0001849955,0.00001560521,0.0004669815,0.004993431,0.0007480956,0.005342239,0.8588812,0.004437477,0.123394],"study_design_scores_gemma":[0.00002367806,0.00004597208,0.006761269,0.0002538283,0.00003705809,0.001153013,0.004602754,0.0007220694,0.007134437,0.234382,0.7448001,0.0000839003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06455606,0.02100747,0.1078643,0.007385723,0.0008659545,0.000192352,0.0005998057,0.0004134022,0.7971148],"genre_scores_gemma":[0.7754132,0.01875106,0.1042238,0.0003476758,0.0002717016,0.0003734705,0.0002581725,0.0002289837,0.1001319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9666747,"threshold_uncertainty_score":0.0662626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W157737438","doi":"","title":"Болонский процесс и российское высшее образование","year":2004,"lang":"ru","type":"article","venue":"Интеграция образования","topic":"International Science and Diplomacy","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":"Bachelor; Bologna Process; Curriculum; Political science; Russian federation; Pedagogy; Higher education; Library science; Sociology; Law; Regional science; Computer science","authors":[{"name":"Н. П. Макаркин","is_ca":false},{"name":"О. Б. Томилин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02469865124847215,"gpt":0.3681844753924328,"spread":0.3434858241439606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215654,0.000466984,0.0005139538,0.001753763,0.001103916,0.002942348,0.0005017632,0.0008713382,0.008781616],"category_scores_gemma":[0.002498529,0.0005882538,0.0004789433,0.001864513,0.001815289,0.001141951,0.001013858,0.001723513,0.004126129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391302,"about_ca_system_score_gemma":0.002273758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005393736,"about_ca_topic_score_gemma":0.004283495,"domain_scores_codex":[0.9985847,0.0003066286,0.00006683764,0.0002278379,0.0006350281,0.0001789736],"domain_scores_gemma":[0.9990101,0.0003026927,0.0001740935,0.0001696785,0.0002636577,0.00007975107],"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":[0.0002852822,0.0001425953,0.003139671,0.000727441,0.0000688077,0.0009303801,0.002510024,0.005144374,0.05235318,0.5481991,0.007260085,0.3792391],"study_design_scores_gemma":[0.00006909008,0.0002082837,0.007832308,0.0002321333,0.00009559332,0.00134948,0.001326919,0.002935039,0.0506176,0.1197439,0.8154074,0.0001822228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2098344,0.06906734,0.1697677,0.01059671,0.002472565,0.0002767477,0.001023523,0.001104722,0.5358562],"genre_scores_gemma":[0.8565019,0.02239824,0.06643532,0.0003471604,0.0004562839,0.0003369632,0.0002654611,0.000277587,0.05298102],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008781616,"threshold_uncertainty_score":0.0293774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}