{"meta":{"query_hash":"bb73d827ff82","filters":{"venue":"PROBLEMS AND PROSPECTS OF ECONOMIC AND MANAGEMENT"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/bb73d827ff82","api":"https://metacan.xera.ac/api/v1/cohort?venue=PROBLEMS+AND+PROSPECTS+OF+ECONOMIC+AND+MANAGEMENT"},"results":[{"id":"W3201438403","doi":"10.25140/2411-5215-2019-4(20)-361-368","title":"ДІЯЛЬНІСТЬ ЦЕНТРАЛЬНИХ БАНКІВ КРАЇН ІЗ РОЗВИНЕНОЮ РИНКОВОЮ ЕКОНОМІКОЮ","year":2019,"lang":"en","type":"article","venue":"PROBLEMS AND PROSPECTS OF ECONOMIC AND MANAGEMENT","topic":"Economic Issues in Ukraine","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":"Order (exchange); Business; Central bank; Financial crisis; Monetary policy; Financial market; Economy; Economic policy; Financial system; Economics; Finance; Macroeconomics","score_opus":0.015719225142843022,"score_gpt":0.19531745667581438,"score_spread":0.17959823153297136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201438403","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":[0.49724528,0.009667147,0.00018924706,0.00080900866,0.00081877934,0.0015715462,0.00008127137,0.00006403985,0.4895537],"genre_scores_gemma":[0.9787859,0.0062993444,0.0020780605,0.00024967315,0.000095282594,0.00007972526,0.000015587128,0.000046560737,0.012349906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782753,0.000008536198,0.0009035651,0.0008137811,0.000027372858,0.00041919883],"domain_scores_gemma":[0.99879575,0.000037659363,0.00051576784,0.0005217877,0.0000105336,0.000118532225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006895449,0.00029434919,0.0007180317,0.00025970483,0.00008366627,0.0001110849,0.00026517716,0.00011036543,0.00075358833],"category_scores_gemma":[0.0000063883267,0.00033811468,0.00009503486,0.000065500375,0.00013823592,0.00036256047,0.00036306574,0.0001260246,0.0006650783],"study_design_candidate":"theoretical_or_conceptual","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":[0.000027836788,0.00006789557,0.03820232,0.0006982625,0.0002525458,0.0000025978022,0.0008909505,0.00026813702,0.000014878962,0.95593214,0.00087323185,0.0027692183],"study_design_scores_gemma":[0.0034544526,0.00044089873,0.01871564,0.00015552592,0.00004471445,0.000015420732,0.00025665527,0.004608209,0.00015451213,0.38391596,0.5872338,0.0010042465],"about_ca_topic_score_codex":0.0002558678,"about_ca_topic_score_gemma":0.00004848693,"teacher_disagreement_score":0.5863605,"about_ca_system_score_codex":0.00010776642,"about_ca_system_score_gemma":0.000008984434,"threshold_uncertainty_score":0.9999071},"labels":[],"label_agreement":null},{"id":"W3209230828","doi":"","title":"ДІЯЛЬНІСТЬ ЦЕНТРАЛЬНИХ БАНКІВ КРАЇН ІЗ РОЗВИНЕНОЮ РИНКОВОЮ ЕКОНОМІКОЮ","year":2019,"lang":"uk","type":"article","venue":"PROBLEMS AND PROSPECTS OF ECONOMIC AND MANAGEMENT","topic":"Economic Issues in Ukraine","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":"Order (exchange); Business; Economic policy; Central bank; Economy; Financial market; Financial system; Monetary policy; Economics; Finance; Macroeconomics","score_opus":0.015404415201199248,"score_gpt":0.19923507830918058,"score_spread":0.18383066310798132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209230828","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":[0.46880123,0.04240755,0.00014803384,0.0015728443,0.0026174353,0.0035210657,0.00032921426,0.00007245588,0.48053017],"genre_scores_gemma":[0.9235759,0.041507363,0.0018887185,0.00032998802,0.00024637516,0.00011510934,0.00003908676,0.00010994822,0.032187555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954075,0.000026550879,0.0019336366,0.0016816476,0.00006015915,0.00089046237],"domain_scores_gemma":[0.99727535,0.00009198968,0.0013057598,0.0010305449,0.000025275087,0.0002710512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013181375,0.00069104077,0.0016039659,0.00052676577,0.00018141545,0.00031256914,0.00053727935,0.00030911036,0.0017124434],"category_scores_gemma":[0.000012443452,0.0008491257,0.00022835075,0.00013280855,0.00035053137,0.0006330519,0.0009150626,0.00031600348,0.0013937437],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000956928,0.00022192406,0.052678257,0.0035208287,0.001029919,0.000009280246,0.0025709637,0.0006326015,0.000014218154,0.93056226,0.0017866459,0.0068774074],"study_design_scores_gemma":[0.006751617,0.0011286021,0.020125948,0.0006731817,0.00021163671,0.000029100016,0.0007226388,0.011168533,0.00014180045,0.2635273,0.6933467,0.0021729385],"about_ca_topic_score_codex":0.0006891103,"about_ca_topic_score_gemma":0.0001544478,"teacher_disagreement_score":0.6915601,"about_ca_system_score_codex":0.00029018676,"about_ca_system_score_gemma":0.000039559676,"threshold_uncertainty_score":0.99939597},"labels":[],"label_agreement":null},{"id":"W4387270923","doi":"10.25140/2411-5215-2023-2(34)-7-25","title":"THE IMPACT OF WAR-INDUCED FORCED MIGRATION ABROAD ON THE STATE OF UKRAINE'S LABOR POTENTIAL IN THE CONTEXT OF SOCIAL SUSTAINABILITY","year":2023,"lang":"en","type":"article","venue":"PROBLEMS AND PROSPECTS OF ECONOMIC AND MANAGEMENT","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":2,"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":"Ukrainian; Emigration; Refugee; Context (archaeology); Operationalization; Immigration; Qualitative property; Sustainability; World War II; State (computer science); Demographic economics; Political science; Development economics; Economy; Sociology; Geography; Economics; Law","score_opus":0.01473398738312734,"score_gpt":0.2505516570292995,"score_spread":0.23581766964617215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387270923","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":[0.99498,0.00025609386,0.0000064274213,0.0022703635,0.000060209095,0.0008297877,0.000053713004,0.000002942625,0.0015404783],"genre_scores_gemma":[0.9981033,0.0015745657,0.0000051030047,0.000016228192,0.000014888168,0.000057523677,0.000005997903,0.000005418377,0.00021695261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991743,0.000026597021,0.00048691515,0.00014966386,0.00002582414,0.00013667863],"domain_scores_gemma":[0.99926835,0.00008022996,0.0004394003,0.00016236263,0.000037546477,0.0000121352705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012805129,0.00008364369,0.00022360274,0.000090105306,0.00007833378,0.00002074676,0.00012946456,0.00002471958,0.0000148535755],"category_scores_gemma":[0.000028307959,0.000050662722,0.000065872206,0.00013175169,0.00010155752,0.00007407388,0.000049343467,0.00004848249,9.1275183e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.00039206946,0.00022211134,0.07612564,0.0008283622,0.0003491225,4.0999666e-7,0.02500531,0.0010819444,0.00015222144,0.8765449,0.0021019983,0.017195933],"study_design_scores_gemma":[0.00086044305,0.00035124872,0.839169,0.000022173412,0.00001459321,1.4415238e-7,0.004686151,0.0034018264,0.00024432602,0.15020907,0.000931797,0.000109217544],"about_ca_topic_score_codex":0.0015471048,"about_ca_topic_score_gemma":0.0003690173,"teacher_disagreement_score":0.76304334,"about_ca_system_score_codex":0.00005210027,"about_ca_system_score_gemma":0.000021384105,"threshold_uncertainty_score":0.233877},"labels":[],"label_agreement":null},{"id":"W4416571293","doi":"10.25140/2411-5215-2025-3(43)-92-102","title":"Foreign experience of state regulation of the wireless telecommunications sector and its use in Ukraine","year":2025,"lang":"","type":"article","venue":"PROBLEMS AND PROSPECTS OF ECONOMIC AND MANAGEMENT","topic":"Labor Market and Education","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":"Roaming; Telecommunications service; Personal Communications Service; Wireless; Incentive; Wireless network; Legislation; Government (linguistics); Mobile telephony","score_opus":0.024587492854232267,"score_gpt":0.22255275763465135,"score_spread":0.1979652647804191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416571293","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":[0.9857705,0.0066960827,0.00007039728,0.00037260604,0.00014457108,0.0010716916,0.000061328785,0.000002475978,0.0058103255],"genre_scores_gemma":[0.9667306,0.031178575,0.00032435462,0.000021189611,0.000005851333,0.00006797383,0.000004171674,0.0000080018335,0.0016593079],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986088,0.00002218655,0.00087897904,0.00031446805,0.000020381513,0.00015513232],"domain_scores_gemma":[0.9988685,0.000060832703,0.0006628487,0.00033945334,0.000038176386,0.000030149466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047601442,0.00013841849,0.00039483016,0.00024621005,0.00008203188,0.000048250517,0.00016693803,0.00005488587,0.00004268553],"category_scores_gemma":[0.000020054269,0.00013866728,0.000037207417,0.00019839314,0.00018006533,0.00033929956,0.00028354285,0.0000687724,3.0080878e-7],"study_design_candidate":"observational","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":[0.00004388007,0.00011739964,0.3780625,0.0014949132,0.00010001187,3.7431445e-8,0.0028288453,0.00037728023,0.00007494964,0.61367035,0.000050344144,0.003179504],"study_design_scores_gemma":[0.0010869052,0.000073297684,0.9277209,0.0004380556,0.00003199931,3.7048244e-7,0.0005095799,0.012617546,0.0006935553,0.05413887,0.002508263,0.00018068161],"about_ca_topic_score_codex":0.0006346652,"about_ca_topic_score_gemma":0.0005787422,"teacher_disagreement_score":0.55953145,"about_ca_system_score_codex":0.000058950685,"about_ca_system_score_gemma":0.000025101224,"threshold_uncertainty_score":0.5654687},"labels":[],"label_agreement":null}]}