{"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":"ac6aca6c2464","filters":{"venue":"Вестник Удмуртского университета Социология Политология Международные отношения"}},"results":[{"id":"W2979332583","doi":"10.35634/2587-9030-2019-3-3-360-368","title":"PROJECT MANAGEMENT IN THE PUBLIC SECTOR: FOREIGN EXPERIENCE AND RUSSIAN PRACTICE","year":2019,"lang":"en","type":"article","venue":"Вестник Удмуртского университета Социология Политология Международные отношения","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Documentation; Public sector; Context (archaeology); Business; Project management; Flexibility (engineering); Knowledge management; Human resource management; Public relations; Public administration; Process management; Political science; Management; Computer science; Economics","authors":[{"name":"Инна Мирошниченко","is_ca":false},{"name":"Laura A. Shpiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05978777306179334,"gpt":0.3895909331001186,"spread":0.3298031600383252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003472703,0.0007566164,0.0007341647,0.0006881286,0.001180926,0.001281566,0.002078765,0.0004290293,0.0007596729],"category_scores_gemma":[0.0008216875,0.0005862309,0.0002186065,0.002859371,0.0009115295,0.002757885,0.0004713762,0.0009284817,0.0008442064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003683708,"about_ca_system_score_gemma":0.0005862095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008117548,"about_ca_topic_score_gemma":0.003156824,"domain_scores_codex":[0.9918665,0.00169446,0.0009587596,0.001373243,0.001986372,0.002120617],"domain_scores_gemma":[0.9962926,0.001201343,0.0004451361,0.001426886,0.0002117038,0.0004223599],"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":[0.0002176152,0.0006611784,0.01957893,0.0002731545,0.0001758583,0.0002981724,0.1479204,0.000005664433,0.0000749465,0.8121086,0.01054203,0.00814354],"study_design_scores_gemma":[0.001490366,0.0002364801,0.007853827,0.0001241496,0.00007292379,0.00009975833,0.06999202,0.00004954644,0.00006717387,0.005071807,0.9140158,0.0009261409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.223746,0.001742932,0.00004270919,0.01474152,0.0009452549,0.003648292,0.00003378751,0.0003796489,0.7547199],"genre_scores_gemma":[0.9776164,0.002204995,0.001240917,0.005272511,0.0008255739,0.0005422432,0.00003100092,0.00009309896,0.01217331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9034738,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221062482","doi":"10.35634/2587-9030-2022-6-1-29-41","title":"INSTITUTIONS OF PROFESSIONAL ASSISTANCE TO FAMILIES WITH CHILDREN IN THE ESTIMATES OF THE VOLOGDA OBLAST POPULATION","year":2022,"lang":"en","type":"article","venue":"Вестник Удмуртского университета Социология Политология Международные отношения","topic":"Psychology of Development and Education","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Respondent; Population; Minor (academic); Quarter (Canadian coin); Marital status; Psychology; Sociology; Demography; Geography; Political science; Law","authors":[{"name":"Aleksandra Korolenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02789254989550707,"gpt":0.3413511291485723,"spread":0.3134585792530653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001229731,0.0004656453,0.0006108261,0.0005939401,0.0008485878,0.00002773044,0.001720966,0.0001843705,0.0007566587],"category_scores_gemma":[0.0002348262,0.0003114223,0.0001710025,0.002929107,0.0005562596,0.0002149174,0.0003598217,0.0008419573,0.00004548664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205419,"about_ca_system_score_gemma":0.0005550386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008909293,"about_ca_topic_score_gemma":0.001000943,"domain_scores_codex":[0.9956407,0.0007122955,0.00109646,0.000787379,0.001026646,0.0007365114],"domain_scores_gemma":[0.9972471,0.0004124774,0.0007266382,0.001309111,0.0001982991,0.0001063763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007058431,0.001811392,0.9433856,0.0000566458,0.0001940327,0.000007162555,0.01936213,0.001089728,0.0006059015,0.01154915,0.0188139,0.002418494],"study_design_scores_gemma":[0.001296676,0.0003581544,0.9858806,0.0001363942,0.00007358085,0.0001039943,0.007254825,0.00001108288,0.0002337835,0.001144657,0.003124144,0.0003820827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810264,0.0003472079,0.0001779755,0.005759471,0.002472496,0.001813447,0.0001872627,0.00007082122,0.00814493],"genre_scores_gemma":[0.9947936,0.000009781074,0.001167291,0.001271264,0.0001224459,0.0009012294,0.0002305064,0.00005027474,0.001453588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04249501,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116745654","doi":"10.35634/2587-9030-2020-4-4-385-392","title":"THE PROBLEM OF POVERTY IN THE REPUBLIC OF BASHKORTOSTAN (RESULTS OF SOCIOLOGICAL STUDIES)","year":2020,"lang":"en","type":"article","venue":"Вестник Удмуртского университета Социология Политология Международные отношения","topic":"Socioeconomic and Demographic Analysis","field":"Environmental 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":"Poverty; Residence; Population; Demographic economics; Quarter (Canadian coin); Development economics; Standard of living; Sociology; Economic growth; Socioeconomics; Economics; Geography; Demography","authors":[{"name":"R.A. Akhmetianova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03538720388742501,"gpt":0.2641251816906031,"spread":0.2287379778031781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00348532,0.0005697669,0.00138616,0.0001365304,0.0003313653,0.00003450993,0.002169618,0.0003406994,0.0004785287],"category_scores_gemma":[0.001392023,0.0003376148,0.0007282587,0.002279286,0.002890467,0.0002990636,0.0007759171,0.000690755,0.00007420572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601975,"about_ca_system_score_gemma":0.0001382846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006391727,"about_ca_topic_score_gemma":0.0004609097,"domain_scores_codex":[0.9934708,0.0008903681,0.002614527,0.00100226,0.001149463,0.0008725888],"domain_scores_gemma":[0.993784,0.002931713,0.00166273,0.001239703,0.0001511499,0.0002306647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004007223,0.002544272,0.6086856,0.0008835624,0.002626404,0.00008268591,0.06662963,0.00559478,0.007193132,0.01682989,0.2440488,0.04087403],"study_design_scores_gemma":[0.01940186,0.006090813,0.6268161,0.0005359185,0.001732987,0.00008838878,0.1034508,0.005832445,0.0125641,0.05404653,0.1654463,0.003993805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406556,0.003045091,0.0002014448,0.01902442,0.0001891835,0.001750861,0.000281769,0.0001066177,0.03474503],"genre_scores_gemma":[0.9946492,0.001909762,0.001083422,0.001851171,0.0001061947,0.00007422621,0.00002773832,0.00004179412,0.0002564705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07860257,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413163253","doi":"10.35634/2587-9030-2025-9-3-365-374","title":"ЖЕНСКОЕ ПРЕДСТАВИТЕЛЬСТВО В ЛОКАЛЬНОЙ ПОЛИТИКЕ: ЖЕНЩИНЫ-МЭРЫ В СОВРЕМЕННОЙ КАНАДЕ","year":2025,"lang":"ru","type":"article","venue":"Вестник Удмуртского университета Социология Политология Международные отношения","topic":"Gender Politics and Representation","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":"Environmental science","authors":[{"name":"Сергей Алексеевич Снигирев","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03472693939946467,"gpt":0.377158401052416,"spread":0.3424314616529514,"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":[0.005293492,0.003808988,0.004034751,0.003062843,0.005996467,0.002934713,0.00604215,0.003649878,0.006501736],"category_scores_gemma":[0.003103204,0.004065707,0.002559334,0.009488466,0.004042501,0.002439891,0.002518383,0.003937274,0.007250668],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00268494,"about_ca_system_score_gemma":0.007796204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388722,"about_ca_topic_score_gemma":0.004561221,"domain_scores_codex":[0.9726807,0.003278859,0.005404749,0.005732996,0.00519955,0.007703107],"domain_scores_gemma":[0.9838313,0.002647166,0.002350656,0.005382682,0.002847679,0.002940525],"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":[0.001064595,0.005598271,0.02984666,0.003869071,0.004351621,0.0007945459,0.03924108,0.0009240748,0.004280167,0.3993931,0.4623257,0.0483111],"study_design_scores_gemma":[0.009534034,0.0009306245,0.03043962,0.002430779,0.002736235,0.0001257994,0.02970115,0.00215794,0.006656651,0.06230321,0.8459188,0.007065111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.112863,0.02339034,0.006819269,0.04122568,0.03531533,0.00862198,0.001509378,0.003016135,0.7672389],"genre_scores_gemma":[0.7776997,0.008214403,0.001382128,0.005862251,0.005051306,0.0005490183,0.0005946492,0.0005509687,0.2000956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6648367,"threshold_uncertainty_score":0.9993356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}