{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"f650f60d8d13","filters":{"venue":"ARS ADMINISTRANDI (Искусство управления)"}},"results":[{"id":"W2977005757","doi":"10.17072/2218-9173-2019-2-306-329","title":"THE ARCTIC COUNCIL AS AN INTERNATIONAL FORUM OF THE STATE COOPERATION: THE PARTICIPATION OF RUSSIA","year":2019,"lang":"ru","type":"article","venue":"ARS ADMINISTRANDI (Искусство управления)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Arctic; Russian federation; Political science; Work (physics); State (computer science); Council of Ministers; The arctic; Public administration; Environmental protection; European union; Geography; Business; Regional science; Engineering; Oceanography","authors":[{"name":"Darya N. Voronchikhina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03933423432601865,"gpt":0.3312426058992034,"spread":0.2919083715731848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004828287,0.0001991231,0.0001478648,0.001740881,0.00365677,0.004651004,0.0005130045,0.0005906955,0.004779087],"category_scores_gemma":[0.006964379,0.0001291525,0.0002361403,0.002126955,0.002545065,0.001873493,0.003436328,0.0005052814,0.0005659463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003674184,"about_ca_system_score_gemma":0.007956679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142217,"about_ca_topic_score_gemma":0.0114734,"domain_scores_codex":[0.9901169,0.006265908,0.0003419049,0.0005071593,0.001934315,0.0008337456],"domain_scores_gemma":[0.9933761,0.002188795,0.00157944,0.0003816861,0.001099478,0.001374404],"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":[0.0002426091,0.0001385732,0.3628905,0.0007063948,0.0001141446,0.001048518,0.1723138,0.002229042,0.001376354,0.2258739,0.02630843,0.2067577],"study_design_scores_gemma":[0.00001220953,0.0001300137,0.4537101,0.0008157203,0.00006903699,0.000687213,0.1296705,0.002065985,0.0006955739,0.01262599,0.3994538,0.00006369966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6336092,0.002842663,0.005131089,0.005961182,0.0002737905,0.00009435643,0.0003288276,0.00007345327,0.3516855],"genre_scores_gemma":[0.9924711,0.0004861327,0.000815393,0.00007520153,0.00003534697,0.00002624182,0.0001154596,0.00001064162,0.005964468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142217,"threshold_uncertainty_score":0.02665818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W8500055","doi":"","title":"Этнокультурная политика в Краснодарском крае: опыт трансформации","year":2011,"lang":"en","type":"article","venue":"ARS ADMINISTRANDI (Искусство управления)","topic":"Military Technology and Strategies","field":"Engineering","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":"Political science","authors":[{"name":"Д. А. Мусин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02341403345671579,"gpt":0.2049189142041041,"spread":0.1815048807473883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113597,0.0001189377,0.00009987916,0.0009692014,0.001863558,0.00238077,0.0002600277,0.0002634143,0.003018812],"category_scores_gemma":[0.001972035,0.000127937,0.0001186951,0.00128752,0.002377658,0.0004839,0.0005843828,0.0003695845,0.0006140404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004909635,"about_ca_system_score_gemma":0.01058291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2084937,"about_ca_topic_score_gemma":0.2961621,"domain_scores_codex":[0.9986712,0.0001829713,0.00004039592,0.00008365506,0.0007650372,0.0002567965],"domain_scores_gemma":[0.9993235,0.000155329,0.0001072554,0.00002810708,0.0002825782,0.0001032763],"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":[0.0001958714,0.0001822481,0.1417601,0.0003638292,0.0000306739,0.001312913,0.08244172,0.0005717513,0.008149597,0.1443303,0.008213254,0.6124479],"study_design_scores_gemma":[0.00002871779,0.0002840519,0.4989802,0.0004328553,0.00004575337,0.002136344,0.09605946,0.001094903,0.004781225,0.02505219,0.3709713,0.000132897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7809407,0.008580984,0.00713718,0.00603425,0.0002047892,0.00008967773,0.0001416438,0.00003560849,0.1968352],"genre_scores_gemma":[0.98507,0.001582221,0.002031154,0.0001164969,0.00002355851,0.00003098832,0.00002886375,0.000005983448,0.0111106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084937,"threshold_uncertainty_score":0.4145603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049044764","doi":"10.17072/2218-9173-2018-3-489-501","title":"RURAL TERRITORIES DEVELOPMENT THROUGH THE GOVERMENT SUPPORT OF BIOENERGY","year":2018,"lang":"ru","type":"article","venue":"ARS ADMINISTRANDI (Искусство управления)","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Government (linguistics); Bioenergy; Sustainable development; Renewable energy; Business; Rural area; Environmental planning; Economic growth; Natural resource economics; Environmental resource management; Economics; Political science; Geography; Engineering","authors":[{"name":"Marko D. Petrović","is_ca":false},{"name":"Natalia Vuković","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01563707338944092,"gpt":0.2242255862992495,"spread":0.2085885129098086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004050756,0.0001144441,0.00008319355,0.0002360735,0.000510211,0.001148979,0.000233604,0.0002415324,0.01066688],"category_scores_gemma":[0.0006670582,0.00005433334,0.0001196068,0.0004520781,0.0004768708,0.0004766728,0.001258403,0.0003935677,0.001625287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009428742,"about_ca_system_score_gemma":0.003373238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00592723,"about_ca_topic_score_gemma":0.01115624,"domain_scores_codex":[0.9995903,0.0001421483,0.00001752953,0.0000447786,0.0000984613,0.0001068443],"domain_scores_gemma":[0.9996759,0.00006660407,0.00007262384,0.00004637879,0.0000659931,0.00007255262],"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":[0.00008243878,0.0001284539,0.03124396,0.0006102332,0.000056283,0.001270021,0.004004853,0.002027708,0.004624751,0.7029555,0.02707745,0.2259183],"study_design_scores_gemma":[0.000008595058,0.00006094509,0.03819773,0.0001328044,0.00001268396,0.0004530448,0.001657341,0.0005274555,0.001378314,0.01164852,0.9459116,0.00001091504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.197479,0.004541078,0.003586747,0.008976093,0.0002450173,0.00007508443,0.0009427856,0.0001192852,0.7840348],"genre_scores_gemma":[0.8807782,0.003761945,0.00185824,0.000313678,0.00004593184,0.00003729587,0.0006364489,0.00002591803,0.1125423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01066688,"threshold_uncertainty_score":0.03568429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975242818","doi":"10.17072/2218-9173-2018-1-181-198","title":"Reforms in the System of Management of Internal Affairs of the Russian Empire in the First Quarter of the 19th Century: To the Question of the Cause Objective and the Recycling of Foreign Experience","year":2018,"lang":"en","type":"article","venue":"ARS ADMINISTRANDI (Искусство управления)","topic":"American Constitutional Law and Politics","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":"Empire; Politics; Quarter (Canadian coin); State (computer science); Autocracy; Foreign policy; Economic history; Political science; Law; History; Democracy; Archaeology","authors":[{"name":"Dmitry V. Orlov","is_ca":false},{"name":"Pavel Sobornov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0134021592002234,"gpt":0.3015204900492399,"spread":0.2881183308490164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002410426,0.0001544037,0.0002106775,0.001930162,0.001934972,0.004247799,0.0003537401,0.0007409863,0.0008796364],"category_scores_gemma":[0.002560722,0.0001478709,0.0001720731,0.002107357,0.008644561,0.002288207,0.001024997,0.0007847575,0.0001037234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005985911,"about_ca_system_score_gemma":0.00670455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007177266,"about_ca_topic_score_gemma":0.006127312,"domain_scores_codex":[0.9987677,0.0006074565,0.00009136085,0.0001670524,0.0002126958,0.0001537731],"domain_scores_gemma":[0.9989647,0.0003698942,0.00030314,0.00008576762,0.0002258894,0.00005062592],"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":[0.00007257624,0.00005201552,0.0242879,0.0008368852,0.00006267069,0.0009006618,0.1151515,0.001642329,0.001066227,0.7845823,0.003090323,0.0682546],"study_design_scores_gemma":[0.00002148387,0.0002024371,0.2234481,0.003087769,0.0001286984,0.001636267,0.08148257,0.001562243,0.00318072,0.1162433,0.5689161,0.00009021802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7360294,0.1042166,0.00411847,0.01695699,0.0008384758,0.00007592282,0.0002032048,0.00003293416,0.137528],"genre_scores_gemma":[0.9865488,0.01056746,0.0004394584,0.0001874826,0.0001088219,0.00001090126,0.00003603247,0.000003631257,0.002097375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007177266,"threshold_uncertainty_score":0.04343104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166267914","doi":"10.17072/2218-9173-2021-1-131-142","title":"Political agents or economic conditions: On factors of feminitives normalization in Western and Post-Soviet countries","year":2021,"lang":"en","type":"article","venue":"ARS ADMINISTRANDI (Искусство управления)","topic":"Gender Studies in Language","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":"Normalization (sociology); Geopolitics; Politics; Globalization; Political science; Development economics; Political economy; Economic system; Economics; Sociology; Social science; Law","authors":[{"name":"Evgeniya V. Yakutova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04427179647418506,"gpt":0.3712347927360571,"spread":0.3269629962618721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005336585,0.0001986486,0.0002429107,0.002471915,0.004158583,0.004033315,0.0004421065,0.0005614316,0.004649788],"category_scores_gemma":[0.007195699,0.000163576,0.0002302407,0.003055298,0.01153067,0.002494723,0.003173336,0.0007341355,0.0001578274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004156861,"about_ca_system_score_gemma":0.00312194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312047,"about_ca_topic_score_gemma":0.01113023,"domain_scores_codex":[0.9960674,0.001947981,0.0002038001,0.000298146,0.0006086691,0.000874012],"domain_scores_gemma":[0.9943194,0.002772285,0.001946683,0.0002109628,0.0004195138,0.0003311459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001737634,0.0001543022,0.3373044,0.0002281534,0.00004261076,0.001726301,0.4064057,0.0003508131,0.0004684009,0.2180087,0.001443384,0.03369355],"study_design_scores_gemma":[0.00001457159,0.00007721667,0.4983811,0.0005819936,0.00003773986,0.0006175897,0.4509338,0.0003575847,0.0005928756,0.01250025,0.03588001,0.00002527795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450542,0.001410299,0.0003186642,0.001148137,0.0000244059,0.00002353112,0.00003105403,0.0000036546,0.05198609],"genre_scores_gemma":[0.9992669,0.0001829685,0.0000324732,0.00002558517,0.000007591366,0.000004283019,0.000007778257,0.000001352872,0.0004709637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312047,"threshold_uncertainty_score":0.03016025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}