{"meta":{"query_hash":"2cf6a38093a6","filters":{"venue":"Гуманитарные исследования в Восточной Сибири и на Дальнем Востоке"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2cf6a38093a6","api":"https://metacan.xera.ac/api/v1/cohort?venue=%D0%93%D1%83%D0%BC%D0%B0%D0%BD%D0%B8%D1%82%D0%B0%D1%80%D0%BD%D1%8B%D0%B5+%D0%B8%D1%81%D1%81%D0%BB%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F+%D0%B2+%D0%92%D0%BE%D1%81%D1%82%D0%BE%D1%87%D0%BD%D0%BE%D0%B9+%D0%A1%D0%B8%D0%B1%D0%B8%D1%80%D0%B8+%D0%B8+%D0%BD%D0%B0+%D0%94%D0%B0%D0%BB%D1%8C%D0%BD%D0%B5%D0%BC+%D0%92%D0%BE%D1%81%D1%82%D0%BE%D0%BA%D0%B5"},"results":[{"id":"W1040799031","doi":"","title":"Управители и служители российских таможен в первой четверти XVIII века","year":2012,"lang":"ru","type":"article","venue":"Гуманитарные исследования в Восточной Сибири и на Дальнем Востоке","topic":"Digital Transformation in Law","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"St petersburg; State (computer science); Quarter (Canadian coin); History; Political science; Archaeology; Computer science","score_opus":0.04264471572226011,"score_gpt":0.21894444918021594,"score_spread":0.17629973345795583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1040799031","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083112374,0.030581377,0.007412402,0.0052266335,0.027589928,0.0041331872,0.0060995664,0.0016031154,0.8342414],"genre_scores_gemma":[0.94118893,0.0042716614,0.003520952,0.0039694123,0.0057177176,0.0005598451,0.00095259567,0.0009763766,0.038842518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.979993,0.0004315302,0.007578232,0.0035931603,0.0013320583,0.00707203],"domain_scores_gemma":[0.98654175,0.0010619579,0.0034727978,0.004946456,0.0006306088,0.0033464415],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0050553987,0.0034565,0.004579103,0.002570477,0.0018436194,0.0024864958,0.004057665,0.0025887936,0.020163596],"category_scores_gemma":[0.0010630124,0.0042966846,0.0026843233,0.004178831,0.0017347905,0.011493953,0.0012335369,0.0030431128,0.07436874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047019435,0.0044382075,0.08363984,0.0016685533,0.0019886307,0.00011091584,0.0071590375,0.00036686318,0.00016425978,0.78532183,0.08898422,0.02568743],"study_design_scores_gemma":[0.005719115,0.0007751771,0.042957623,0.000562392,0.0004076029,0.00030072054,0.0013429818,0.0012363968,0.0013034244,0.0145292925,0.9250578,0.0058074715],"about_ca_topic_score_codex":0.00048518178,"about_ca_topic_score_gemma":0.00012522844,"teacher_disagreement_score":0.8580766,"about_ca_system_score_codex":0.0019174572,"about_ca_system_score_gemma":0.00051121676,"threshold_uncertainty_score":0.99945587},"labels":[],"label_agreement":null},{"id":"W105147686","doi":"","title":"Проблема интеграции Канады в систему обороны британской империи на колониальных конференциях (1887–1911 гг. )","year":2013,"lang":"ru","type":"article","venue":"Гуманитарные исследования в Восточной Сибири и на Дальнем Востоке","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dominion; Colonialism; Empire; Economic history; Government (linguistics); World War II; History; Metropolitan area; Political science; First world war; White (mutation); Ancient history; Law; Archaeology","score_opus":0.010241012392579565,"score_gpt":0.20870686179224784,"score_spread":0.19846584939966827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W105147686","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21253528,0.035636425,0.00043667454,0.04953592,0.038050383,0.011615736,0.0026563422,0.0039519705,0.64558125],"genre_scores_gemma":[0.5660106,0.014763209,0.0015705023,0.012708802,0.013577528,0.0009955846,0.0006581575,0.0013142651,0.3884014],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9728275,0.0024422635,0.00485592,0.0055879555,0.0059939474,0.008292416],"domain_scores_gemma":[0.9820015,0.0015040425,0.002757684,0.0055234665,0.0021652542,0.0060480423],"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":[0.004022612,0.0036689728,0.004377639,0.004828811,0.010678719,0.009606831,0.007080096,0.004010099,0.09922432],"category_scores_gemma":[0.0019580428,0.0047046803,0.0032327126,0.006954735,0.008490713,0.0059155845,0.0017667379,0.004914042,0.07727914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000234299,0.0018048953,0.0029158718,0.0008370905,0.0011534422,0.0007653472,0.024709068,0.00011469263,0.0022909509,0.023804713,0.8668976,0.074472025],"study_design_scores_gemma":[0.0037815603,0.000779884,0.016351217,0.0008777249,0.0010409611,0.00016819235,0.01108924,0.00049405434,0.00030895747,0.0062336517,0.95322216,0.0056524044],"about_ca_topic_score_codex":0.45495066,"about_ca_topic_score_gemma":0.40550444,"teacher_disagreement_score":0.3534753,"about_ca_system_score_codex":0.007990088,"about_ca_system_score_gemma":0.0069057234,"threshold_uncertainty_score":0.9987242},"labels":[],"label_agreement":null},{"id":"W178652199","doi":"","title":"Эволюция отношения канадцев к экономическому и военному сотрудничеству с США в 1950-е гг","year":2014,"lang":"ru","type":"article","venue":"Гуманитарные исследования в Восточной Сибири и на Дальнем Востоке","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sovereignty; Political science; Criticism; Political economy; World War II; National identity; Arrow; Identity (music); Economy; Sociology; Law; Economics; Politics","score_opus":0.007473366689718122,"score_gpt":0.20789210401229943,"score_spread":0.2004187373225813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W178652199","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09632334,0.019872312,0.0010282068,0.025847597,0.03938509,0.0052496744,0.001769777,0.003116319,0.8074077],"genre_scores_gemma":[0.7588681,0.009134694,0.0011390452,0.008424358,0.01573394,0.00028941405,0.00045278462,0.0009431679,0.20501451],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.975987,0.0030549048,0.0039998177,0.0048578833,0.005423055,0.0066773235],"domain_scores_gemma":[0.9850374,0.0016057546,0.0023560913,0.0048297634,0.0013675798,0.0048034186],"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":[0.0062244846,0.0029499358,0.0038103773,0.0041406453,0.009595149,0.0060637672,0.005879693,0.0033129063,0.0413537],"category_scores_gemma":[0.0026021248,0.003910545,0.0027585162,0.005691801,0.007930792,0.0029636866,0.0012583669,0.0039758612,0.03112215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00049595215,0.0020967033,0.0035062905,0.001156546,0.0011549772,0.0005918854,0.030471506,0.00026251137,0.0013431514,0.11847228,0.6434941,0.19695407],"study_design_scores_gemma":[0.0036812834,0.0008425567,0.007229347,0.000781762,0.0010073557,0.00010135828,0.0047208318,0.0009730137,0.00019578687,0.006353329,0.9695453,0.004568081],"about_ca_topic_score_codex":0.22454588,"about_ca_topic_score_gemma":0.5017379,"teacher_disagreement_score":0.6625447,"about_ca_system_score_codex":0.0061318805,"about_ca_system_score_gemma":0.005892541,"threshold_uncertainty_score":0.9997431},"labels":[],"label_agreement":null},{"id":"W2771610917","doi":"10.24866/1997-2857/2017-3/68-77","title":"Edward Hutton and his Canadian militia modernization concept, 1898-1900","year":2017,"lang":"ru","type":"article","venue":"Гуманитарные исследования в Восточной Сибири и на Дальнем Востоке","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Modernization theory; History; Political science; Law","score_opus":0.014446421079672193,"score_gpt":0.24022068230197627,"score_spread":0.22577426122230407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771610917","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16844158,0.033696383,0.0004134801,0.04669264,0.025992777,0.0052545764,0.005398996,0.0009026386,0.71320695],"genre_scores_gemma":[0.8737386,0.0069793426,0.000295834,0.0022653276,0.0034754188,0.0001004799,0.00026595924,0.00026021394,0.11261885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903132,0.0007191101,0.0014902372,0.0024390544,0.0017879877,0.003250459],"domain_scores_gemma":[0.9906695,0.00029326344,0.0012531164,0.002944197,0.0007860524,0.0040538856],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0016861488,0.0012434408,0.0015931496,0.0019343928,0.018755633,0.00756307,0.002978715,0.0017208044,0.0107617015],"category_scores_gemma":[0.001485706,0.001757386,0.0006390903,0.00078156736,0.0073509025,0.00298562,0.0005601473,0.0014776146,0.0023729752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00026099183,0.0005624556,0.020288529,0.0007833966,0.0009801255,0.0013204742,0.096343234,0.00018113857,0.00036791663,0.08149673,0.6230004,0.17441462],"study_design_scores_gemma":[0.001796569,0.000225462,0.041474074,0.00039257747,0.00048466193,0.000048869,0.0037739726,0.00081418396,0.000063738844,0.0027483408,0.946033,0.0021445632],"about_ca_topic_score_codex":0.97134185,"about_ca_topic_score_gemma":0.99541175,"teacher_disagreement_score":0.705297,"about_ca_system_score_codex":0.0055727535,"about_ca_system_score_gemma":0.008656292,"threshold_uncertainty_score":0.9995752},"labels":[],"label_agreement":null},{"id":"W2949917037","doi":"10.24866/1997-2857/2019-1/92-96","title":"«Colony-to-nation-to-colony»: Canada’s national development in the discourse of Canadian intellectuals in the mid-XXth century","year":2019,"lang":"ru","type":"article","venue":"Гуманитарные исследования в Восточной Сибири и на Дальнем Востоке","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; National development; Media studies; Gender studies; Ethnology; Economic growth; Sociology","score_opus":0.020470029765544465,"score_gpt":0.24608385420499213,"score_spread":0.22561382443944766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949917037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7288179,0.0011727217,0.0000069974167,0.081461065,0.0052616587,0.005630659,0.00077892956,0.00003429438,0.1768358],"genre_scores_gemma":[0.97254205,0.00030683886,0.0001267399,0.010199028,0.0005384502,0.0003345469,0.00012826172,0.00007406577,0.01575002],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98957884,0.0015496557,0.0017760411,0.0012343397,0.00370026,0.002160885],"domain_scores_gemma":[0.9953258,0.0015029014,0.0004960169,0.0010352134,0.0006239419,0.0010161243],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005949715,0.0007200298,0.000984353,0.0053942595,0.0017129862,0.000844321,0.0037252626,0.0005190067,0.0046324693],"category_scores_gemma":[0.0017105754,0.0006834287,0.00027586555,0.008243699,0.00072254863,0.0004885325,0.00022544,0.0012824243,0.0011308863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001734115,0.0006743727,0.013601163,0.00020717026,0.00018064708,0.00017855753,0.38025865,0.0013837682,0.00013784712,0.023922503,0.57340467,0.005877219],"study_design_scores_gemma":[0.0007033073,0.00013428496,0.09675536,0.00026891162,0.0000440783,0.000012378015,0.03815262,0.000030307805,0.000025275607,0.00023340978,0.8628503,0.0007897426],"about_ca_topic_score_codex":0.99689496,"about_ca_topic_score_gemma":0.999986,"teacher_disagreement_score":0.34210604,"about_ca_system_score_codex":0.011748818,"about_ca_system_score_gemma":0.04887104,"threshold_uncertainty_score":0.99964684},"labels":[],"label_agreement":null},{"id":"W4402453855","doi":"10.24866/1997-2857/2024-2/54-63","title":"Археология Арктики: обзор зарубежных исследовательских проектов (Канада, Гренландия, Норвегия)","year":2024,"lang":"ru","type":"article","venue":"Гуманитарные исследования в Восточной Сибири и на Дальнем Востоке","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.05229435265591802,"score_gpt":0.262547593881847,"score_spread":0.21025324122592898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402453855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37516654,0.21096985,0.0005139906,0.01977296,0.06697228,0.0071023037,0.046533193,0.008848265,0.2641206],"genre_scores_gemma":[0.866764,0.034612115,0.000756204,0.0064687007,0.016558627,0.00022746266,0.015509397,0.0012145402,0.05788896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97562677,0.0014345222,0.0046088323,0.0064516575,0.0044396296,0.0074385623],"domain_scores_gemma":[0.98704237,0.0031004206,0.0010686833,0.0044232067,0.000720374,0.0036449428],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00407047,0.004640651,0.0040092235,0.002637885,0.002472017,0.0058369595,0.0045072245,0.003066688,0.10567523],"category_scores_gemma":[0.00055289245,0.0044626766,0.0029576877,0.006369249,0.002023472,0.0041188723,0.0010299213,0.0052097277,0.05449706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014489711,0.0015225252,0.102566354,0.0069281715,0.0031449348,0.011268079,0.014986913,0.0013096292,0.006298807,0.005650387,0.6861267,0.1587485],"study_design_scores_gemma":[0.0032204678,0.0021158352,0.040174406,0.003958437,0.0019337615,0.0019098022,0.0048230346,0.029260943,0.0012761911,0.0040961113,0.89991385,0.0073171686],"about_ca_topic_score_codex":0.012826418,"about_ca_topic_score_gemma":0.026953332,"teacher_disagreement_score":0.49159744,"about_ca_system_score_codex":0.0006743656,"about_ca_system_score_gemma":0.0021407336,"threshold_uncertainty_score":0.9988266},"labels":[],"label_agreement":null},{"id":"W4402829963","doi":"10.24866/1997-2857/2024-3/103-113","title":"ЧЕЛОВЕК ЭЛЕКТРОННОЙ ЭПОХИ В РАБОТАХ М. МАКЛЮЭНА","year":2024,"lang":"ru","type":"article","venue":"Гуманитарные исследования в Восточной Сибири и на Дальнем Востоке","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.05698301513202588,"score_gpt":0.4019616363508838,"score_spread":0.3449786212188579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402829963","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12836127,0.118904635,0.0024787758,0.064140916,0.07813512,0.0058317743,0.0008344904,0.0053299833,0.595983],"genre_scores_gemma":[0.84785914,0.03356638,0.0021052754,0.0021855698,0.013373032,0.00058979413,0.00072878844,0.0005466579,0.099045336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98257864,0.0026813939,0.0032502266,0.003503252,0.0038315249,0.0041549574],"domain_scores_gemma":[0.9876885,0.0031301803,0.00094727555,0.0047526783,0.0011089946,0.0023723762],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0067767096,0.002198304,0.002087136,0.0016300722,0.004146052,0.0034835343,0.005189069,0.002184514,0.019535832],"category_scores_gemma":[0.0019253237,0.0023250775,0.0016044585,0.0064430665,0.002686753,0.0031052302,0.0010494847,0.0033909304,0.023266988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019927947,0.0018832785,0.0052609085,0.001987589,0.0013044786,0.00025398727,0.16901407,0.00010385929,0.0010925493,0.13564986,0.5154578,0.16779234],"study_design_scores_gemma":[0.0011775282,0.00045903688,0.0063086813,0.0019633325,0.0010133293,0.00009602792,0.027652843,0.002454668,0.0006648711,0.019198054,0.9358855,0.0031261274],"about_ca_topic_score_codex":0.0059563494,"about_ca_topic_score_gemma":0.0050128363,"teacher_disagreement_score":0.7194979,"about_ca_system_score_codex":0.0021491945,"about_ca_system_score_gemma":0.0055812523,"threshold_uncertainty_score":0.9991109},"labels":[],"label_agreement":null}]}