{"meta":{"query_hash":"cb470c78d95b","filters":{"venue":"Herald UNU International Economic Relations And World Economy"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/cb470c78d95b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Herald+UNU+International+Economic+Relations+And+World+Economy"},"results":[{"id":"W3193659530","doi":"10.32782/2413-9971/2021-37-1","title":"THE QUESTION ON THE DISPUTE RESOLUTION SYSTEM IN THE EUROPEAN UNION’S NEW INVESTMENT AGREEMENTS","year":2021,"lang":"en","type":"article","venue":"Herald UNU International Economic Relations And World Economy","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","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":"European union; International trade; Treaty; Treaty of Lisbon; Foreign direct investment; Transatlantic Trade and Investment Partnership; Investment (military); Transparency (behavior); European Union law; Political science; Legitimacy; International economics; Law; Economics","score_opus":0.015417121933216505,"score_gpt":0.21964459004574266,"score_spread":0.20422746811252615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193659530","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":[0.01456204,0.000072924944,0.00027962323,0.08514104,0.0007988254,0.0002819919,0.000004239943,0.000028033824,0.8988313],"genre_scores_gemma":[0.9569169,0.00003773783,0.00006245564,0.025203578,0.0012705352,0.00005838558,0.00013789865,0.000014620334,0.01629784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894863,0.00013959952,0.00042731393,0.00023816887,0.00010595622,0.00014032963],"domain_scores_gemma":[0.99931717,0.00017422883,0.00022808329,0.00020714279,0.00005893517,0.0000144200585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011333254,0.0001327435,0.000082987855,0.00018053733,0.00048519348,0.000859117,0.00029829505,0.000021603053,0.00028107318],"category_scores_gemma":[0.000032186097,0.00008372691,0.00006530201,0.00014787234,0.000049952025,0.00071435596,0.00008539288,0.00016898078,0.00064502686],"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":[0.0000056982785,0.000021882513,0.002094147,0.0000027013377,0.000037903344,0.0000023061705,0.000053511572,0.0016338843,0.0000018224523,0.97327536,0.022347726,0.000523052],"study_design_scores_gemma":[0.00040644253,0.0000045416823,0.021580387,0.00005658747,0.0000114378545,0.0000051781612,0.0002985324,0.03561438,0.0000051244265,0.035498966,0.90640837,0.0001100284],"about_ca_topic_score_codex":0.00044281423,"about_ca_topic_score_gemma":0.0035953377,"teacher_disagreement_score":0.9423549,"about_ca_system_score_codex":0.00023734535,"about_ca_system_score_gemma":0.000044813423,"threshold_uncertainty_score":0.829073},"labels":[],"label_agreement":null},{"id":"W3194966713","doi":"10.32782/2413-9971/2021-37-15","title":"A FRESH LOOK AT KNOWLEDGE MANAGEMENT STRATEGIES DURING THE CRISIS","year":2021,"lang":"en","type":"article","venue":"Herald UNU International Economic Relations And World Economy","topic":"Digital Economy and Work Transformation","field":"Social Sciences","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":"Telecommuting; Work (physics); China; Workforce; Business; Geography; Economic growth; Engineering; Economics","score_opus":0.00980167068740242,"score_gpt":0.25129889906063596,"score_spread":0.24149722837323354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194966713","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":[0.101868145,0.00028034323,0.00010683946,0.012131546,0.00039872256,0.00015728667,0.000016653466,0.000035466244,0.885005],"genre_scores_gemma":[0.9076837,0.00044073295,0.00014191355,0.00031172778,0.00021473106,0.00005662072,0.000036372967,0.000007926175,0.09110629],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991808,0.00004023111,0.00032649815,0.0002344017,0.0000393698,0.00017871206],"domain_scores_gemma":[0.9995863,0.00008790918,0.00009066179,0.00012779632,0.00003853244,0.000068801215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020076596,0.00010383686,0.0001093284,0.00016522122,0.00071843714,0.0005967413,0.00017178862,0.00003932354,0.0037123584],"category_scores_gemma":[0.0000031119807,0.00010342145,0.00008572998,0.00010985248,0.00009739425,0.001322691,0.0000783444,0.0000910276,0.0005191727],"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":[0.0000072329303,0.000022457829,0.0044139926,0.000007806762,0.00012629607,0.0000021968217,0.0017302323,0.0010444699,4.6350442e-7,0.9847718,0.006129414,0.0017436354],"study_design_scores_gemma":[0.00034396257,0.0000026454027,0.004730756,0.000016754748,0.000013688067,0.0000045385455,0.006694788,0.00049913494,0.000021417576,0.027147315,0.9603803,0.00014470666],"about_ca_topic_score_codex":0.00010698625,"about_ca_topic_score_gemma":0.012926617,"teacher_disagreement_score":0.9576245,"about_ca_system_score_codex":0.0004517945,"about_ca_system_score_gemma":0.00010534877,"threshold_uncertainty_score":0.9971984},"labels":[],"label_agreement":null},{"id":"W4379164847","doi":"10.32782/2413-9971/2023-47-3","title":"PROSPECTS OF INNOVATIVE BUSINESS FINANCING IN CURRENT GLOBALIZED CHANGES","year":2023,"lang":"en","type":"article","venue":"Herald UNU International Economic Relations And World Economy","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","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":"Finance; Bankruptcy; Quarter (Canadian coin); Business; Innovative financing; Business model; Marketing","score_opus":0.017941608374587057,"score_gpt":0.245562683731321,"score_spread":0.22762107535673395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379164847","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":[0.80047405,0.00014808109,0.0001702913,0.006190749,0.0012771286,0.0003803607,0.000028661561,0.0000945664,0.1912361],"genre_scores_gemma":[0.9961133,0.000057803303,0.00008918931,0.00020697556,0.000297547,0.00006715823,0.0001131448,0.000016892958,0.0030379908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990471,0.00000295368,0.0004343936,0.00028842335,0.000044323522,0.00018281797],"domain_scores_gemma":[0.99934894,0.000049237984,0.00033820877,0.0000984563,0.00015737046,0.0000077939385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001955896,0.00014256156,0.00021947044,0.0013522386,0.00005964916,0.00017078622,0.00016165202,0.00003330639,0.00021565559],"category_scores_gemma":[0.00006761851,0.00016107828,0.000028620338,0.0014731749,0.000052846626,0.0012738749,0.00016031312,0.000105167506,0.00025606467],"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":[0.000019259109,0.00002944461,0.25277093,0.000057355624,0.00002335855,0.0000020568466,0.000033497363,0.001569476,0.000013030953,0.73313874,0.005528585,0.0068142572],"study_design_scores_gemma":[0.0009674103,0.000004792267,0.37723872,0.0002555559,0.0000050375356,0.0000015195947,0.000037633083,0.022640144,0.00003678311,0.04634868,0.5521817,0.0002819831],"about_ca_topic_score_codex":0.0002816436,"about_ca_topic_score_gemma":0.0015133478,"teacher_disagreement_score":0.68679005,"about_ca_system_score_codex":0.00017850606,"about_ca_system_score_gemma":0.000045927205,"threshold_uncertainty_score":0.65685815},"labels":[],"label_agreement":null},{"id":"W4386932567","doi":"10.32782/2413-9971/2023-48-1","title":"REGULATION PECULIARITIES OF UKRAINE FOREIGN ECONOMIC ACTIVITY IN WAR TIMES","year":2023,"lang":"en","type":"article","venue":"Herald UNU International Economic Relations And World Economy","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":"Protectionism; International trade; Liberalization; Business; Context (archaeology); Free trade; Tariff; Martial law; International economics; Trade barrier; Economics; Market economy; Political science; Politics; Law","score_opus":0.018391480564969618,"score_gpt":0.23590544418609813,"score_spread":0.21751396362112851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386932567","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":[0.43438008,0.00037269897,0.0001650837,0.0037053537,0.0006917759,0.00033054274,0.00029525175,0.00007419344,0.55998504],"genre_scores_gemma":[0.9769809,0.00051591767,0.00060830236,0.00010617328,0.0002666575,0.00008866777,0.00016942872,0.000043301505,0.021220628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99771655,0.000023875999,0.0012835875,0.00062658166,0.000021247335,0.0003281602],"domain_scores_gemma":[0.9986409,0.0002490728,0.0006592221,0.00034695183,0.00002121603,0.000082669016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007671493,0.0002547008,0.00060159934,0.0019384235,0.00010057877,0.000081091704,0.0003103454,0.00012986263,0.0050457916],"category_scores_gemma":[0.0000370738,0.00034976585,0.00016283491,0.00021000754,0.00014241172,0.0010760031,0.00015158957,0.00020156364,0.0017759184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002966176,0.000030624855,0.07278697,0.000018914137,0.00012142205,0.0000014991007,0.00042501578,0.024910746,0.000007797347,0.89754266,0.0035638001,0.00056087645],"study_design_scores_gemma":[0.0016682429,0.00004134405,0.074229054,0.000047077858,0.000008622964,0.000007936421,0.00013017378,0.2777597,0.00014349588,0.36346796,0.28195536,0.0005410426],"about_ca_topic_score_codex":0.0007576558,"about_ca_topic_score_gemma":0.0008378616,"teacher_disagreement_score":0.54260087,"about_ca_system_score_codex":0.0007206819,"about_ca_system_score_gemma":0.00005726655,"threshold_uncertainty_score":0.99989545},"labels":[],"label_agreement":null},{"id":"W4400564157","doi":"10.32782/2413-9971/2024-51-10","title":"EVOLUTION OF RELATIONS BETWEEN THE USA AND JAPAN IN THE SECOND HALF OF THE XX – FIRST QUARTER OF THE XXI CENTURY","year":2024,"lang":"en","type":"article","venue":"Herald UNU International Economic Relations And World Economy","topic":"Japanese History and Culture","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":"Quarter (Canadian coin); Politics; East Asia; Period (music); Political science; Archipelago; World War II; Economic history; Economy; China; International trade; Geography; History; Economics; Law","score_opus":0.00975320471016258,"score_gpt":0.23361223848454415,"score_spread":0.22385903377438157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400564157","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":[0.82017297,0.0007482804,0.000006424945,0.03158689,0.00048325892,0.00029968406,0.00006552161,0.000004357704,0.1466326],"genre_scores_gemma":[0.9909385,0.000027438335,0.000010938892,0.00007976576,0.00012870386,0.000017768358,0.0000041252065,0.000003718853,0.008789033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992601,0.0001182098,0.00034967109,0.00013024858,0.0000637791,0.000077987075],"domain_scores_gemma":[0.9992507,0.0003514452,0.00017513402,0.00017927523,0.000027118807,0.00001629618],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004670923,0.000069151785,0.00010479508,0.00009472609,0.0003548468,0.000048326718,0.00034290334,0.00005368892,0.0009247157],"category_scores_gemma":[0.000022064309,0.00003876547,0.00009272154,0.00017824728,0.00036965692,0.00028738918,0.000047454967,0.00018473816,0.00000879803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025561355,0.00001174961,0.29149652,0.00001011962,0.000049374095,3.4754176e-8,0.013556161,0.0003965396,0.000003739946,0.6908787,0.0034762956,0.00011820028],"study_design_scores_gemma":[0.00013982719,0.000006851071,0.38058898,0.000064900305,0.000026994881,0.000001516215,0.0028899962,0.00074551697,0.0000057312413,0.030709088,0.5847576,0.00006296437],"about_ca_topic_score_codex":0.0013624675,"about_ca_topic_score_gemma":0.04912806,"teacher_disagreement_score":0.6601696,"about_ca_system_score_codex":0.00015567403,"about_ca_system_score_gemma":0.00010769543,"threshold_uncertainty_score":0.99998856},"labels":[],"label_agreement":null},{"id":"W4405556384","doi":"10.32782/2413-9971/2024-52-25","title":"PROBLEMS AND PROSPECTS OF THE DEVELOPMENT OF THE WORLD MARKET OF ORGANIC PRODUCTS IN THE CONDITIONS OF MACROECONOMIC INSTABILITY","year":2024,"lang":"en","type":"article","venue":"Herald UNU International Economic Relations And World Economy","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","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":"Instability; Economics; Market development; Market economy; Mechanics; Physics","score_opus":0.012079714128424866,"score_gpt":0.20722702424204278,"score_spread":0.1951473101136179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405556384","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":[0.9261681,0.00013468692,0.0000057500188,0.004167508,0.0002268958,0.00041349843,0.00002027892,0.0000042751,0.068859],"genre_scores_gemma":[0.99876136,0.0000072386592,0.000063465945,0.00008186731,0.000052646843,0.000031706826,0.0000070200963,0.000005744553,0.0009889604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991854,0.00001555329,0.000525565,0.00016491272,0.00003871589,0.0000698754],"domain_scores_gemma":[0.9994352,0.000092242604,0.0002711728,0.00014973631,0.000047602538,0.0000040516616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000326635,0.0000840555,0.0001490635,0.0002122428,0.000059408252,0.000048551414,0.00022988235,0.000016883987,0.00038705912],"category_scores_gemma":[0.0000131983115,0.00005574689,0.000048584046,0.00027583833,0.00014433595,0.00035473384,0.00011820483,0.00008585308,0.000003336622],"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":[0.000009050952,0.00005771659,0.49237815,0.00024149973,0.00007983796,6.77251e-8,0.00026729953,0.0004393701,0.000108734435,0.5059421,0.00026122716,0.00021496245],"study_design_scores_gemma":[0.000337474,0.000003496552,0.8861822,0.00029830696,0.000027560865,0.0000017223568,0.00017435125,0.0023160107,0.000605935,0.0325125,0.07744217,0.00009827364],"about_ca_topic_score_codex":0.00008512001,"about_ca_topic_score_gemma":0.00395929,"teacher_disagreement_score":0.4734296,"about_ca_system_score_codex":0.000059815833,"about_ca_system_score_gemma":0.00009296982,"threshold_uncertainty_score":0.4238026},"labels":[],"label_agreement":null}]}