{"meta":{"query_hash":"853f8cbd30aa","filters":{"venue":"JOURNAL OF INTERNATIONAL STUDIES"},"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/853f8cbd30aa","api":"https://metacan.xera.ac/api/v1/cohort?venue=JOURNAL+OF+INTERNATIONAL+STUDIES"},"results":[{"id":"W4226154053","doi":"10.14254/2071-8330.2022/15-1/12","title":"Determinants of successful entrepreneurship in a developing nation: Empirical evaluation using an ordered logit model","year":2022,"lang":"en","type":"article","venue":"JOURNAL OF INTERNATIONAL STUDIES","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Entrepreneurship; Creativity; Descriptive statistics; Context (archaeology); Estimation; Data collection; Marketing; Business; Logistic regression; Economics; Economic growth; Sociology; Psychology; Statistics; Management; Geography; Social science; Mathematics; Social psychology","score_opus":0.22193141919648016,"score_gpt":0.40032028610640835,"score_spread":0.1783888669099282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226154053","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":[0.99613214,0.0011732172,0.00008647799,0.0014773355,0.0007488954,0.00009875472,0.0000025821369,0.000005580528,0.00027503006],"genre_scores_gemma":[0.9982781,0.00023336099,0.0005708052,0.00056260545,0.00032605458,0.000010451216,0.0000025127301,0.000007639042,0.00000845985],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99804145,0.000049775812,0.00071766286,0.00015657335,0.00090266584,0.00013187033],"domain_scores_gemma":[0.99760985,0.000085740416,0.00094621535,0.0000702202,0.0012809486,0.0000070411306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011956512,0.00011355897,0.00028103046,0.0004378902,0.00017226311,0.000051449977,0.00035280167,0.000019217705,0.00006834228],"category_scores_gemma":[0.00068671844,0.00009862538,0.00007788843,0.00033769,0.000050773888,0.001015648,0.00033862,0.000130041,7.3677614e-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":[0.0001004417,0.00013704564,0.885276,0.00002998125,0.00008579093,0.000013821689,0.0006318486,0.11051231,0.000100485755,0.00034999452,0.00017521069,0.0025870586],"study_design_scores_gemma":[0.0038502335,0.00019103632,0.39191112,0.00056052604,0.00029785436,0.0000884659,0.025893549,0.55103946,0.00056894345,0.022568805,0.002382404,0.00064761215],"about_ca_topic_score_codex":0.00009798869,"about_ca_topic_score_gemma":0.00023367113,"teacher_disagreement_score":0.49336487,"about_ca_system_score_codex":0.0002569173,"about_ca_system_score_gemma":0.00009290433,"threshold_uncertainty_score":0.40218264},"labels":[],"label_agreement":null},{"id":"W4320028520","doi":"10.14254/2071-8330.2022/15-4/8","title":"Consequences of russia’s military invasion of Ukraine for Polish-Ukrainian trade relations","year":2022,"lang":"en","type":"article","venue":"JOURNAL OF INTERNATIONAL STUDIES","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":7,"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; Quarter (Canadian coin); Revenue; Romanian; Economics; Economy; Geography; Finance","score_opus":0.08701968985005835,"score_gpt":0.30192812862557017,"score_spread":0.2149084387755118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320028520","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":[0.8895628,0.06303951,0.00032469686,0.025498198,0.0034404232,0.00029765046,0.001526592,0.000008071311,0.016302075],"genre_scores_gemma":[0.992793,0.0026916687,0.0037693996,0.00018402528,0.00020080959,0.000013865983,0.00001076752,0.000010605815,0.00032581264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826294,0.00002386667,0.0013913878,0.00012742053,0.00008850026,0.00010589853],"domain_scores_gemma":[0.9979025,0.00040854077,0.0014125643,0.000103056875,0.00014507922,0.000028270948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011938623,0.000091798735,0.000502367,0.00040155865,0.000097909295,0.000004346775,0.00036725626,0.000027674707,0.00033977148],"category_scores_gemma":[0.0010451328,0.000095349045,0.00024178432,0.000106108026,0.00020722933,0.00018731362,0.00011752923,0.00014375271,0.0000022262452],"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":[0.0010540992,0.001286356,0.0887313,0.00034878313,0.0071898345,0.000031403888,0.09644136,0.020612452,0.0031675068,0.73499525,0.043445043,0.0026966357],"study_design_scores_gemma":[0.005224394,0.0022878617,0.040456325,0.00026078805,0.00010607407,0.00021587487,0.011365098,0.001338398,0.0030641013,0.19045153,0.7446801,0.0005494534],"about_ca_topic_score_codex":0.00007234338,"about_ca_topic_score_gemma":0.000017872324,"teacher_disagreement_score":0.70123506,"about_ca_system_score_codex":0.00024998817,"about_ca_system_score_gemma":0.000050439652,"threshold_uncertainty_score":0.38882214},"labels":[],"label_agreement":null},{"id":"W4400310660","doi":"10.14254/2071-8330.2024/17-2/8","title":"Illicit practices: Experience of developed countries","year":2024,"lang":"en","type":"article","venue":"JOURNAL OF INTERNATIONAL STUDIES","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":11,"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":"Shadow (psychology); Language change; Money laundering; Organised crime; Social network analysis; Business; Economy; Political science; Economics; Criminology; Sociology; Social media","score_opus":0.1484771873056075,"score_gpt":0.36679400960331315,"score_spread":0.21831682229770566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400310660","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":[0.54917127,0.3456351,0.006753323,0.019093897,0.011236798,0.00013995952,0.00013921535,0.000039061895,0.06779137],"genre_scores_gemma":[0.9696711,0.026828632,0.0014430237,0.00018485503,0.00024377416,0.0000048552024,4.9148736e-7,0.000005789338,0.0016174904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905986,0.000005485639,0.00067518774,0.000096585296,0.00009279172,0.0000700723],"domain_scores_gemma":[0.99815005,0.000160969,0.0012181478,0.00004817714,0.00040622504,0.000016442471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032232623,0.000070252005,0.00025935707,0.00018658827,0.000046188736,0.000048620033,0.00018853538,0.000017431408,0.00018672163],"category_scores_gemma":[0.0010033111,0.00005919712,0.00008826619,0.00012556266,0.00009074829,0.00040282318,0.000055228753,0.00008214865,0.00006761682],"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":[0.00014427268,0.0001476977,0.24957414,0.00026366758,0.0040771086,0.00006718934,0.039159987,0.000106475345,0.00016143359,0.6584395,0.044409655,0.003448845],"study_design_scores_gemma":[0.00021966537,0.00007238602,0.035300124,0.00023601922,0.000011118699,0.0000385359,0.0056751883,0.000073354895,0.00030463556,0.011162585,0.9467921,0.00011426287],"about_ca_topic_score_codex":0.000018790595,"about_ca_topic_score_gemma":0.000010722302,"teacher_disagreement_score":0.9023825,"about_ca_system_score_codex":0.000090542286,"about_ca_system_score_gemma":0.000027658793,"threshold_uncertainty_score":0.24139884},"labels":[],"label_agreement":null},{"id":"W4400310753","doi":"10.14254/2071-8330.2024/17-2/15","title":"Mitigating the shadow: Exploring taxes as solutions","year":2024,"lang":"en","type":"article","venue":"JOURNAL OF INTERNATIONAL STUDIES","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shadow (psychology); Economics; Economy; Incentive; Tax reform; Public economics; Market economy","score_opus":0.23025665887271898,"score_gpt":0.3211413522238932,"score_spread":0.09088469335117419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400310753","genre_codex":"review","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":[0.24751045,0.48838013,0.0052485685,0.11561779,0.020813419,0.00017387942,0.00012770832,0.0000822625,0.12204579],"genre_scores_gemma":[0.9819002,0.014821231,0.00042133083,0.0003021828,0.0008055154,0.000016006883,3.973723e-7,0.0000072032285,0.0017259404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922425,0.000007390596,0.00049163174,0.000094789815,0.00007727433,0.000104662584],"domain_scores_gemma":[0.9993031,0.00015910846,0.00030073678,0.000053491924,0.00016476448,0.00001882492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043914936,0.0000724595,0.00016965158,0.00014125412,0.00021112699,0.000109530294,0.00020171705,0.000011918294,0.00013159063],"category_scores_gemma":[0.00056755677,0.000051849333,0.00014848856,0.00012434574,0.00007392715,0.00034670744,0.00009025654,0.00015269278,0.0002281497],"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":[0.000010643506,0.000036513356,0.013023913,0.000030440078,0.0018353828,0.000027021564,0.006580732,0.00027468734,0.000038473907,0.9144702,0.056956783,0.0067152055],"study_design_scores_gemma":[0.00026681877,0.00009156512,0.0340602,0.000403848,0.00002462741,0.00011736889,0.012123815,0.00051709893,0.000108223634,0.206045,0.7460484,0.00019306054],"about_ca_topic_score_codex":0.000031330404,"about_ca_topic_score_gemma":0.000018708894,"teacher_disagreement_score":0.7343897,"about_ca_system_score_codex":0.00011128729,"about_ca_system_score_gemma":0.000013708941,"threshold_uncertainty_score":0.29324788},"labels":[],"label_agreement":null},{"id":"W4400310869","doi":"10.14254/2071-8330.2024/17-2/4","title":"Assessment of energy poverty in EU countries in 2010-2022","year":2024,"lang":"en","type":"article","venue":"JOURNAL OF INTERNATIONAL STUDIES","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":8,"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":"Poverty; Phenomenon; Energy poverty; Work (physics); Value (mathematics); Economics; Quarter (Canadian coin); Energy (signal processing); Development economics; Econometrics; Demographic economics; Economic growth; Geography; Statistics; Engineering; Mathematics; Medicine","score_opus":0.014366779287694132,"score_gpt":0.30072276798801273,"score_spread":0.2863559887003186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400310869","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":[0.97053826,0.005374524,0.00016971253,0.0054023685,0.0015653044,0.000028383529,0.000008303216,0.0000043283144,0.016908795],"genre_scores_gemma":[0.98721653,0.011181607,0.00033921967,0.00031638079,0.00005570784,0.0000018493389,6.6196947e-7,0.0000043501727,0.0008837107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899584,0.000028743132,0.00036061837,0.00008111725,0.00043973082,0.0000939713],"domain_scores_gemma":[0.9996729,0.00013651063,0.000115582756,0.00004154266,0.00001068863,0.000022808237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003949086,0.00007188175,0.00015580308,0.00012558361,0.000014097132,0.000012265702,0.0001525863,0.000024736522,0.000754877],"category_scores_gemma":[0.00006299202,0.000052838,0.000051565235,0.00011370666,0.00008384846,0.0002988498,0.00011700509,0.00011962235,0.00000623082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009327319,0.000381651,0.8573018,0.000035317466,0.00042503624,0.00041093462,0.0010512687,0.075052604,0.0045085344,0.00930195,0.04679877,0.0046388637],"study_design_scores_gemma":[0.00033374492,0.000102649974,0.93511397,0.00019754989,0.000009182873,0.000028248242,0.0002700694,0.00052732445,0.00090324297,0.0017274186,0.060706384,0.000080230435],"about_ca_topic_score_codex":0.00014288897,"about_ca_topic_score_gemma":0.0005695316,"teacher_disagreement_score":0.07781216,"about_ca_system_score_codex":0.0005131286,"about_ca_system_score_gemma":0.00001588735,"threshold_uncertainty_score":0.8265374},"labels":[],"label_agreement":null},{"id":"W4403781820","doi":"10.14254/2071-8330.2024/17-3/13","title":"Expected inheritance and pension attitudes among young people in EU post-communist vs. Anglosphere countries","year":2024,"lang":"en","type":"article","venue":"JOURNAL OF INTERNATIONAL STUDIES","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","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":"Inheritance (genetic algorithm); Communism; Pension; Demographic economics; Post communist; Political science; Demography; Economics; Sociology; Law; Biology; Genetics; Politics","score_opus":0.013225288636141558,"score_gpt":0.26956451774902135,"score_spread":0.25633922911287976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403781820","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":[0.9802028,0.01546167,0.00000771484,0.0023169233,0.0009526802,0.00007317465,0.0000039117704,0.000026181846,0.0009549395],"genre_scores_gemma":[0.99509704,0.0033323253,0.0002095049,0.00042602653,0.00065674266,0.000004394748,0.000010547361,0.000015454856,0.00024796728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998676,0.000016236501,0.00053470535,0.0001581766,0.00047726062,0.00013762142],"domain_scores_gemma":[0.9984789,0.00012021852,0.00030832144,0.00008288247,0.0009985091,0.000011158427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044066057,0.00016092947,0.0003347463,0.00034885088,0.00015616066,0.0004285873,0.00022720292,0.000038047056,0.00014834038],"category_scores_gemma":[0.00050615566,0.00012902317,0.00010278737,0.00039571934,0.000105501764,0.0015879589,0.00023961095,0.00019852012,0.000018536237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108001535,0.00004924139,0.9899928,0.00015459837,0.00012810183,0.00011228039,0.00090265454,0.000023647017,0.00016729785,0.0025649215,0.00561618,0.00018025721],"study_design_scores_gemma":[0.0003226553,0.000024870063,0.97818357,0.00088718435,0.0000700629,0.000020093665,0.0016238926,0.00068719016,0.00001189104,0.00042322234,0.017596228,0.00014911762],"about_ca_topic_score_codex":0.0010903139,"about_ca_topic_score_gemma":0.013411463,"teacher_disagreement_score":0.014894233,"about_ca_system_score_codex":0.00014193296,"about_ca_system_score_gemma":0.00002421828,"threshold_uncertainty_score":0.74839115},"labels":[],"label_agreement":null},{"id":"W4415557426","doi":"10.14254/2071-8330.2025/18-3/8","title":"Exploring state and institutional support for sustainable scholarly journal publishing","year":2025,"lang":"en","type":"article","venue":"JOURNAL OF INTERNATIONAL STUDIES","topic":"scientometrics and bibliometrics research","field":"Decision 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":"Fonds National de la Recherche Luxembourg; National Research Foundation of Ukraine","keywords":"Publishing; Metadata; Sustainability; Work (physics); Thematic analysis; State (computer science); Publication; Scopus; Bibliometrics","score_opus":0.753793795492117,"score_gpt":0.5918767500626817,"score_spread":0.1619170454294353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415557426","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":[0.8884889,0.017670048,0.046317704,0.024570832,0.006584525,0.0002217159,0.000025223535,0.000006446774,0.01611461],"genre_scores_gemma":[0.9579538,0.01612325,0.0065825586,0.0004918881,0.00059891236,0.00001165671,7.955508e-7,0.0000062173194,0.018230898],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99373424,0.00007382313,0.0010508656,0.00019776078,0.004629261,0.00031407466],"domain_scores_gemma":[0.959139,0.0033468762,0.00066494575,0.0001015286,0.0365649,0.0001827633],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.027565882,0.00009742421,0.0002911554,0.029455543,0.0006488344,0.014926913,0.0014445933,0.00003218866,0.00005361188],"category_scores_gemma":[0.17369305,0.00006328782,0.00016659602,0.014269685,0.00015181073,0.017542653,0.00071770546,0.0004707457,0.000004062727],"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":[0.0004839358,0.00023374196,0.1481638,0.00004885649,0.0013390912,0.00037382057,0.001210682,0.00064107473,0.00036366668,0.053349696,0.30596897,0.48782268],"study_design_scores_gemma":[0.0019184559,0.00034745267,0.13690503,0.00009695311,0.000021851447,0.0002754901,0.011276571,0.00038622215,0.00044918736,0.10332698,0.74486077,0.00013506539],"about_ca_topic_score_codex":0.0000080266145,"about_ca_topic_score_gemma":0.0000033026524,"teacher_disagreement_score":0.48768762,"about_ca_system_score_codex":0.0004659461,"about_ca_system_score_gemma":0.000636057,"threshold_uncertainty_score":0.9961985},"labels":[],"label_agreement":null}]}