{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"375301604274","filters":{"venue":"Digital library (repository) of Tomsk State University"}},"results":[{"id":"W7131821095","doi":"10.17223/19988648/64/12","title":"Income and consumer expenditure of households in the northern provinces of Canada","year":2023,"lang":"ru","type":"article","venue":"Digital library (repository) of Tomsk State University","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Household income; Consumer expenditure; Population","authors":[{"name":"Igor Mitroshin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00515383906288685,"gpt":0.1689059457943629,"spread":0.163752106731476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007687048,0.0001389302,0.0002838885,0.00009711878,0.0002000146,0.00005138991,0.0005638354,0.00007597772,0.000007190094],"category_scores_gemma":[0.00002322951,0.0001301706,0.00007249222,0.0006233044,0.0008140329,0.001167691,0.000163333,0.0001235799,6.142297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000099752,"about_ca_system_score_gemma":0.001736528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7493134,"about_ca_topic_score_gemma":0.629964,"domain_scores_codex":[0.998715,0.0001262113,0.0002645189,0.0002078198,0.0004056075,0.0002808435],"domain_scores_gemma":[0.9989832,0.000288547,0.0003643473,0.0002039874,0.0000316863,0.000128209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002144932,0.00009909068,0.9544363,0.0002925353,0.0001039978,0.000572953,0.02311999,0.00007696652,0.00003794004,0.002121266,0.01826078,0.0006636991],"study_design_scores_gemma":[0.0008328719,0.0001933385,0.8608788,0.0002992391,0.00004225657,0.000005900846,0.022225,0.0000448928,0.001957609,0.0004693852,0.1126426,0.0004081772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806381,0.0002040615,1.543724e-7,0.00108827,0.0001083739,0.0001926222,0.004844591,0.00001346221,0.01291038],"genre_scores_gemma":[0.9897323,0.0001828115,0.000002378998,0.00003259819,0.0000244761,2.372475e-7,0.0000117823,0.000008964477,0.01000449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1193493,"threshold_uncertainty_score":0.5308204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7132239601","doi":"","title":"Post-industrialism and its relatedness with Toronto School of Communication","year":2024,"lang":"ru","type":"other","venue":"Digital library (repository) of Tomsk State University","topic":"","field":"","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":"Agency (philosophy); Work (physics); Government (linguistics); Data collection","authors":[{"name":"Мария Владимировна Сбойчикова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005183084930753988,"gpt":0.1725278060632021,"spread":0.1673447211324481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001138675,0.0009479956,0.001295616,0.0006143659,0.0002097481,0.000471751,0.001463926,0.0008194562,0.0007650511],"category_scores_gemma":[0.00003680494,0.0009947221,0.0003114478,0.0007104325,0.0009618688,0.008161676,0.00155917,0.0008676058,0.0005607731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004910792,"about_ca_system_score_gemma":0.00098419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391056,"about_ca_topic_score_gemma":0.00005085893,"domain_scores_codex":[0.9963447,0.0004341977,0.0008424536,0.001070005,0.0007729554,0.0005356803],"domain_scores_gemma":[0.9957528,0.0001811959,0.001642959,0.00143544,0.0003581386,0.0006294587],"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":[0.06403045,0.008547509,0.06578885,0.01513543,0.03597978,0.01042944,0.01972005,0.0004038867,0.01535844,0.01925662,0.7421617,0.003187885],"study_design_scores_gemma":[0.01615657,0.005668506,0.01102497,0.02467244,0.005603434,0.0004311016,0.0173672,0.0004716462,0.03556474,0.000367498,0.8760805,0.006591382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3238961,0.009593012,0.00000230726,0.0001080491,0.0004001909,0.001355549,0.0183444,0.0004978646,0.6458025],"genre_scores_gemma":[0.4652871,0.0007034029,0.0001026396,0.000008320643,0.00006831565,0.00000102985,0.0008193579,0.0006155983,0.5323942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.141391,"threshold_uncertainty_score":0.9992503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7132274522","doi":"","title":"Comparative analysis of the practice of linguistic purism in Great Britain, Canada and Russia","year":2024,"lang":"ru","type":"other","venue":"Digital library (repository) of Tomsk State University","topic":"","field":"","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":"Narrative; Discourse analysis; Perspective (graphical); Government (linguistics); Rhetorical question; Subject (documents)","authors":[{"name":"Юлия Николаевна Крайнова","is_ca":false},{"name":"Ирина Владимировна Новицкая","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003908462569638146,"gpt":0.1853427987963839,"spread":0.1814343362267458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001145612,0.0007104524,0.002002867,0.001529618,0.0000959166,0.0001677886,0.001075532,0.0002608306,0.0001047622],"category_scores_gemma":[0.0001169746,0.0006830386,0.0005287706,0.003759962,0.001348917,0.001521332,0.001127817,0.0006363624,0.00001347607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004669295,"about_ca_system_score_gemma":0.002078019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3027347,"about_ca_topic_score_gemma":0.05217418,"domain_scores_codex":[0.9960842,0.0005716871,0.001003537,0.0009308749,0.0009501856,0.0004595128],"domain_scores_gemma":[0.9956156,0.0006521864,0.002225372,0.0009452587,0.0002878642,0.0002737003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009751893,0.003825976,0.5987048,0.006994054,0.0700272,0.0164167,0.03424034,0.004319858,0.0005777157,0.005993352,0.2488195,0.000328638],"study_design_scores_gemma":[0.004089671,0.0008753735,0.1770283,0.006145505,0.02936465,0.0001356803,0.01435596,0.004117673,0.007487144,0.0004402476,0.7525277,0.003432076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4030617,0.002272906,0.000002900431,0.00008483445,0.000377745,0.0006976846,0.02325352,0.00005510778,0.5701936],"genre_scores_gemma":[0.8414991,0.00008750344,0.00008064062,0.00001210457,0.0000308645,4.348163e-7,0.0002042309,0.0001577867,0.1579273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5037082,"threshold_uncertainty_score":0.9995621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131905750","doi":"10.17223/2312461x/42/2","title":"Russian America, Russian California, and the problems of the typology of colonialism","year":2023,"lang":"ru","type":"article","venue":"Digital library (repository) of Tomsk State University","topic":"Soviet and Russian History","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":"University of Oxford; Queen's University; Royal Historical Society; McGill University","keywords":"Typology; Colonialism; Subject (documents)","authors":[{"name":"Алексей Александрович Истомин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004930076192192423,"gpt":0.1734660184138032,"spread":0.1685359422216108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001521582,0.0002165546,0.0005372222,0.0001638744,0.0006722375,0.0000560805,0.0009153304,0.0001689596,0.00004500295],"category_scores_gemma":[0.00002814377,0.0001517609,0.0003207624,0.001077743,0.006877743,0.0007467493,0.0005761897,0.000225453,0.0000150706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005445122,"about_ca_system_score_gemma":0.0004753215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998392,"about_ca_topic_score_gemma":0.00003509529,"domain_scores_codex":[0.998005,0.0004715671,0.0004409539,0.0003186353,0.0004022924,0.0003615381],"domain_scores_gemma":[0.9982973,0.0003570537,0.0007539755,0.0004009956,0.00003432531,0.0001562987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00474309,0.001219196,0.3894806,0.001850843,0.00174335,0.000384806,0.181146,0.0002592546,0.0006095287,0.3593393,0.05392214,0.005301821],"study_design_scores_gemma":[0.005289936,0.0008352495,0.2465939,0.0005967653,0.0005973972,0.00001734985,0.03735121,0.0004615069,0.002513634,0.008675675,0.6960025,0.00106486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6590705,0.0005626751,0.000003771068,0.005681955,0.0009262149,0.0006775458,0.001672331,0.0000918659,0.3313132],"genre_scores_gemma":[0.9778894,0.0004068592,0.00001739779,0.00004417443,0.00006152581,7.904273e-7,0.00001805944,0.00001931855,0.02154252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6420804,"threshold_uncertainty_score":0.995825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131836223","doi":"10.17223/22220836/52/23","title":"About the chest workshop of Fyodor Koreshkov (Muromsky uyezd of Vladimir province, the second half of 19th – the first quarter of 20th century)","year":2023,"lang":"ru","type":"article","venue":"Digital library (repository) of Tomsk State University","topic":"Social and Behavioral 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":"Fyodor; Quarter (Canadian coin); Period (music); Falling (accident); Economic shortage","authors":[{"name":"Глеб Александрович Пудов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01185337117425105,"gpt":0.202410083990187,"spread":0.1905567128159359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002224907,0.000312161,0.0006789327,0.0001201312,0.0008527437,0.00008539704,0.001623259,0.000158581,0.00009379898],"category_scores_gemma":[0.00004107215,0.0001932641,0.0005671479,0.001432174,0.004381164,0.001240415,0.0007777982,0.0002753362,0.000005839126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004809101,"about_ca_system_score_gemma":0.0004221266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737316,"about_ca_topic_score_gemma":0.0004509103,"domain_scores_codex":[0.9974651,0.000252862,0.0007021028,0.000352845,0.0007781229,0.0004490147],"domain_scores_gemma":[0.9970403,0.0008502259,0.00123868,0.0005244724,0.0002292886,0.0001169805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003029242,0.002986443,0.6412493,0.002284063,0.002522647,0.0001809781,0.2266466,0.0001032359,0.001068734,0.01361124,0.09729221,0.00902536],"study_design_scores_gemma":[0.001577937,0.001135422,0.4089382,0.0007912909,0.0005969702,0.000002498033,0.2567858,0.00005926612,0.01823991,0.0006766454,0.3104093,0.0007867925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589406,0.0006219319,9.148917e-7,0.002330358,0.0004715293,0.0007190183,0.001491989,0.00004723085,0.03537648],"genre_scores_gemma":[0.9810824,0.0004250503,0.000006652404,0.00002536683,0.00008711375,0.000001675849,0.00002283309,0.00002120537,0.0183277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323111,"threshold_uncertainty_score":0.9983283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131868718","doi":"10.17223/2312461x/45/9","title":"Антропология восприятия Дэвида Хауза","year":2024,"lang":"ru","type":"article","venue":"Digital library (repository) of Tomsk State University","topic":"Philosophy, History, and Historiography","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":false},"ca_institutions":"","funders":"University of Toronto; Pennsylvania State University; University of Pennsylvania","keywords":"Cognition; Context (archaeology); Interpretation (philosophy); Identification (biology); Perspective (graphical)","authors":[{"name":"Сергей Валерьевич Соколовский","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006270358469134076,"gpt":0.1452936275135932,"spread":0.1390232690444592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000050828,0.0006160333,0.0006653935,0.001083389,0.001022113,0.001236283,0.0008871477,0.0001978101,0.0005717265],"category_scores_gemma":[0.000006008945,0.0006969298,0.0009632384,0.000440816,0.00162595,0.006046586,0.0003654426,0.0004952746,0.0003097159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048485,"about_ca_system_score_gemma":0.0004465727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003226941,"about_ca_topic_score_gemma":0.00001169177,"domain_scores_codex":[0.997321,0.0001059109,0.0005745805,0.0008732585,0.0005283711,0.000596932],"domain_scores_gemma":[0.9983115,0.0001607971,0.0003407327,0.0006406624,0.000117916,0.0004283908],"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":[0.0015812,0.001805056,0.00573546,0.003370429,0.002727385,0.006979674,0.04705047,0.00003307445,0.0003421365,0.4686783,0.4562744,0.005422385],"study_design_scores_gemma":[0.0004646637,0.0004681739,0.0003960874,0.0004215374,0.0002649742,0.00002006805,0.001511553,0.0000876511,0.0003432845,0.001814057,0.9934274,0.0007805656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1027859,0.01115818,0.00001977043,0.0003809091,0.005901516,0.0004349624,0.006152379,0.000812574,0.8723539],"genre_scores_gemma":[0.798295,0.0004632035,0.00003258232,0.00006203288,0.0009553449,0.000001138977,0.0002093956,0.0001012169,0.19988],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6955092,"threshold_uncertainty_score":0.9998005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}