{"meta":{"query_hash":"be09208eb2b5","filters":{"venue":"International Scientific Conference EMAN. Economics & Management: How to Cope With Disrupted Times"},"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/be09208eb2b5","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Scientific+Conference+EMAN.+Economics+%26+Management%3A+How+to+Cope+With+Disrupted+Times"},"results":[{"id":"W3094987874","doi":"10.31410/eman.2020.193","title":"THE FOREIGN INVESTORS AND NATIONALITY CONCEPT UNDER INTERNATIONAL LAW","year":2020,"lang":"en","type":"article","venue":"International Scientific Conference EMAN. Economics & Management: How to Cope With Disrupted Times","topic":"International Arbitration and Investment Law","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":"Nationality; Foreign direct investment; Context (archaeology); Convention; International trade; International investment; International law; Investment (military); Settlement (finance); Business; International economics; Political science; Law; Economics; Finance; Politics; Geography","score_opus":0.02475947734729347,"score_gpt":0.22253731871994537,"score_spread":0.1977778413726519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094987874","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":[0.041020337,0.00003492117,0.0030113433,0.15064682,0.002118352,0.0009727053,0.000092714494,0.00018141126,0.80192137],"genre_scores_gemma":[0.9520985,0.00001683207,0.0005656052,0.033572778,0.0005798847,0.00009618435,0.00042871048,0.000027871172,0.012613619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997923,0.000018239232,0.00041803138,0.0007692638,0.000554812,0.0003166165],"domain_scores_gemma":[0.9985379,0.00007058993,0.00033320455,0.00026342488,0.00070527935,0.00008959438],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003868432,0.00029523042,0.00019152876,0.0002107054,0.00069087255,0.0051306086,0.0011273143,0.00004934649,0.0014028869],"category_scores_gemma":[0.0000809084,0.00023703364,0.00006453214,0.00033241097,0.00059053086,0.0021942582,0.00059564755,0.00014720309,0.00045576852],"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":[0.00009585915,0.000040404677,0.00039254615,0.000012808097,0.00023982825,0.0000047170297,0.00012053131,0.0005548712,0.000024301557,0.9811598,0.015978832,0.0013754742],"study_design_scores_gemma":[0.0009922012,0.000023114624,0.0028258353,0.000046272846,0.000049807135,0.000003886993,0.0011719577,0.038518902,0.00010213472,0.07079897,0.8850184,0.0004484797],"about_ca_topic_score_codex":0.00008888067,"about_ca_topic_score_gemma":0.0004685062,"teacher_disagreement_score":0.91107816,"about_ca_system_score_codex":0.00012173064,"about_ca_system_score_gemma":0.000054430253,"threshold_uncertainty_score":0.99951},"labels":[],"label_agreement":null},{"id":"W3096390177","doi":"10.31410/eman.2020.55","title":"AN ANALYSIS OF THE EU’S INVESTMENT POLICY AFTER CETA: EFFECTS ON THE BULGARIAN ECONOMY","year":2020,"lang":"en","type":"article","venue":"International Scientific Conference EMAN. Economics & Management: How to Cope With Disrupted Times","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":1,"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":"Bulgarian; Investment (military); Order (exchange); Foreign direct investment; International economics; Business; International trade; Economics; Macroeconomics; Political science","score_opus":0.027824630587778672,"score_gpt":0.21469059153771536,"score_spread":0.18686596094993668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096390177","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":[0.7161933,0.00005402274,0.00083011854,0.10970287,0.00091769546,0.0013640256,0.00080927624,0.00005297807,0.17007567],"genre_scores_gemma":[0.98639363,0.00002240364,0.00023721372,0.010116586,0.0001294905,0.00016058434,0.000090309935,0.000025815854,0.0028239407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978129,0.00004084258,0.0006361883,0.0010186998,0.00008764363,0.0004037278],"domain_scores_gemma":[0.9980599,0.00007264161,0.0005462349,0.00097003917,0.00010020693,0.00025093803],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045653447,0.0003246581,0.00052992604,0.0005906081,0.00023183606,0.0012576353,0.0017626499,0.0000659514,0.0012868312],"category_scores_gemma":[0.00006541901,0.00025349171,0.00024055997,0.000989615,0.00024596718,0.0005343151,0.00036564135,0.00015234156,0.00055841514],"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":[0.00010138556,0.00010992794,0.009957717,0.000027091673,0.0017246248,0.000004118114,0.00090374926,0.0072715213,0.0000050188596,0.9765649,0.0024100228,0.0009199246],"study_design_scores_gemma":[0.0017225384,0.0003806151,0.22304295,0.00011987826,0.00059955544,0.0000027073893,0.001347625,0.13930614,0.00062719476,0.03881702,0.59268856,0.0013452114],"about_ca_topic_score_codex":0.0001450028,"about_ca_topic_score_gemma":0.00033093398,"teacher_disagreement_score":0.9377479,"about_ca_system_score_codex":0.00027299882,"about_ca_system_score_gemma":0.00007215494,"threshold_uncertainty_score":0.9999917},"labels":[],"label_agreement":null},{"id":"W4313047765","doi":"10.31410/eman.2022.39","title":"International Trade of Agricultural Products in Disruptive Times – The Correlation between Exports Subjects","year":2022,"lang":"en","type":"article","venue":"International Scientific Conference EMAN. Economics & Management: How to Cope With Disrupted Times","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological 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":"Agriculture; Normality; Standard deviation; Agricultural economics; International trade; Mathematics; Statistics; Econometrics; Economics; Geography","score_opus":0.012621838443369535,"score_gpt":0.2027742235959524,"score_spread":0.19015238515258287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313047765","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":[0.9366723,0.000024644336,0.000034925135,0.036658242,0.0007745435,0.0010201616,0.00032182925,0.000046605397,0.024446784],"genre_scores_gemma":[0.98646224,0.000014525454,0.00016041551,0.00009242565,0.00016946075,0.00017440286,0.001637481,0.000003343214,0.011285693],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976271,0.00013318761,0.0004951592,0.00080696534,0.00060557155,0.00033203996],"domain_scores_gemma":[0.99892336,0.00015839432,0.00046628283,0.00018264352,0.00018022048,0.00008909207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074944505,0.00027152282,0.00030483608,0.00015483843,0.00038404757,0.00051716424,0.0011886223,0.000041364652,0.0021725572],"category_scores_gemma":[0.000059508904,0.00011803775,0.000099889534,0.0012056138,0.00018074471,0.00049951376,0.0006597465,0.00021114637,0.000022095099],"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":[0.0019171174,0.0031626094,0.27721274,0.00012457906,0.0052528805,0.00020244926,0.020945337,0.04626504,0.021889122,0.12388641,0.11469067,0.38445106],"study_design_scores_gemma":[0.0004784612,0.00014468364,0.872664,0.000054512893,0.00009907738,0.00001702065,0.0073383846,0.0014446415,0.0005425511,0.00048050506,0.116251275,0.00048492893],"about_ca_topic_score_codex":0.00009294543,"about_ca_topic_score_gemma":0.00075721915,"teacher_disagreement_score":0.59545124,"about_ca_system_score_codex":0.00023943413,"about_ca_system_score_gemma":0.000028132905,"threshold_uncertainty_score":0.9987396},"labels":[],"label_agreement":null},{"id":"W4391040167","doi":"10.31410/eman.2023.87","title":"Rebalancing Portfolios in Periods of Stress in the Global Economy: Capital Markets vs. WTI, XAU, XAG, XPT","year":2023,"lang":"en","type":"article","venue":"International Scientific Conference EMAN. Economics & Management: How to Cope With Disrupted Times","topic":"Market Dynamics and Volatility","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":"Oil price; Portfolio; Economics; Capital (architecture); Capital market; West Texas Intermediate; Monetary economics; Financial economics; Finance; Geography","score_opus":0.014765713123457603,"score_gpt":0.23237399710149334,"score_spread":0.21760828397803575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391040167","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":[0.8498072,0.000039525858,0.0003038249,0.0044438425,0.00071274675,0.00072422466,0.00076150795,0.000031399206,0.14317572],"genre_scores_gemma":[0.9935254,0.0000847668,0.00022863921,0.00016166574,0.000039254166,0.0001221139,0.00028469166,0.00001923409,0.0055342545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974591,0.000044666143,0.0008929604,0.0009733208,0.000113083515,0.0005168847],"domain_scores_gemma":[0.99855024,0.0000818675,0.00047338876,0.0006775521,0.00011345585,0.00010347903],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018840375,0.00028755932,0.00049375603,0.00082043465,0.00012086426,0.0009304921,0.0013037839,0.000080133694,0.0010581855],"category_scores_gemma":[0.00008435299,0.0002846558,0.000100064804,0.0010511567,0.00019198579,0.00059600116,0.0004166519,0.00016589003,0.00016588555],"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":[0.00020526428,0.0002257278,0.61089647,0.000109048466,0.00018458505,0.0000567591,0.0015752568,0.0012575526,0.0000012350981,0.37802458,0.002204508,0.005259037],"study_design_scores_gemma":[0.0012298313,0.00005409237,0.74271715,0.00016839012,0.0000140500415,0.000006163119,0.0024264208,0.17241164,0.000007758909,0.04541268,0.034978844,0.0005729975],"about_ca_topic_score_codex":0.00046108532,"about_ca_topic_score_gemma":0.004476638,"teacher_disagreement_score":0.3326119,"about_ca_system_score_codex":0.0003966513,"about_ca_system_score_gemma":0.00008641748,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W4391040258","doi":"10.31410/eman.2023.117","title":"Investment in Unmanned Aerial Systems in Agriculture and Economic Growth: G(7)","year":2023,"lang":"en","type":"article","venue":"International Scientific Conference EMAN. Economics & Management: How to Cope With Disrupted Times","topic":"Economic Growth and Productivity","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":"Investment (military); Agriculture; Unit (ring theory); Economic stability; Agricultural economics; Economics; Natural resource economics; Geography; Political science; Macroeconomics; Mathematics","score_opus":0.02065822000367788,"score_gpt":0.21142368821874513,"score_spread":0.19076546821506726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391040258","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":[0.937407,0.00016516814,0.00008651162,0.007285578,0.00275852,0.0011140527,0.00040211156,0.00007938879,0.050701644],"genre_scores_gemma":[0.9858522,0.00021261883,0.00018886458,0.00016754933,0.00014248479,0.0002693553,0.00025444437,0.000029209072,0.012883303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972356,0.00003305793,0.0007451495,0.0013604608,0.000061114304,0.0005646487],"domain_scores_gemma":[0.99891907,0.00005426427,0.00034828138,0.00043160122,0.000058439364,0.00018832932],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001095853,0.00033117362,0.0005410004,0.001354005,0.00013213734,0.0013454072,0.00068276905,0.000101664475,0.00031070213],"category_scores_gemma":[0.000053238826,0.00035833588,0.00005416761,0.00057518407,0.0001660597,0.000917976,0.00039747593,0.00016641895,0.0012629905],"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":[0.00014762608,0.000115828254,0.070947684,0.00009277889,0.00019684302,0.00003813846,0.0010385978,0.0061394977,0.000021456426,0.90993214,0.010176068,0.0011533173],"study_design_scores_gemma":[0.0067958008,0.0002339721,0.48706922,0.00043859947,0.000038552844,0.000029413133,0.0032329413,0.07932402,0.00018766183,0.11780294,0.3021703,0.0026765652],"about_ca_topic_score_codex":0.0009343507,"about_ca_topic_score_gemma":0.0029745533,"teacher_disagreement_score":0.7921292,"about_ca_system_score_codex":0.00049822975,"about_ca_system_score_gemma":0.000055618395,"threshold_uncertainty_score":0.9998869},"labels":[],"label_agreement":null},{"id":"W4391124501","doi":"10.31410/eman.s.p.2023.91","title":"Do the NMS-10 Develop Sustainably in the EU? A Kuznets Curve Approach","year":2023,"lang":"en","type":"article","venue":"International Scientific Conference EMAN. Economics & Management: How to Cope With Disrupted Times","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Kuznets curve; Sustainability; Economics; Purchasing power parity; Economic inequality; Standard of living; Per capita; European union; Purchasing power; Inequality; Public economics; Economic growth; Macroeconomics; International economics; Ecology; Population; Mathematics; Sociology","score_opus":0.029283115750484107,"score_gpt":0.22589059356268304,"score_spread":0.19660747781219892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391124501","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":[0.5108884,0.00016810677,0.0029933606,0.042732246,0.0015073697,0.0023418497,0.000401264,0.00015976594,0.43880764],"genre_scores_gemma":[0.92685175,0.00013122027,0.0006896489,0.00080991664,0.000089086294,0.0005448491,0.00032782764,0.000048248054,0.070507474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682987,0.000068451416,0.0007897517,0.0013933824,0.0001612848,0.0007572902],"domain_scores_gemma":[0.9980062,0.00014808786,0.0005115037,0.0011036767,0.000105423205,0.000125112],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002635696,0.00039426732,0.00042367476,0.0009107733,0.0004181654,0.0023926368,0.0025864472,0.000088561515,0.0015158614],"category_scores_gemma":[0.00013180662,0.0003228264,0.00010079087,0.0013330198,0.00037482474,0.00071998837,0.0007671376,0.00024373081,0.0031000075],"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":[0.00005982633,0.0001541917,0.007418189,0.000035686808,0.00028861832,0.000028311288,0.002648124,0.010767163,0.0000015189793,0.9503006,0.024867434,0.003430368],"study_design_scores_gemma":[0.0013426576,0.000061085404,0.12644416,0.000056159082,0.000028425338,0.000014476177,0.0073774685,0.034704365,0.000016068738,0.040184952,0.7888355,0.00093467446],"about_ca_topic_score_codex":0.00010667725,"about_ca_topic_score_gemma":0.00022183583,"teacher_disagreement_score":0.9101156,"about_ca_system_score_codex":0.0004514566,"about_ca_system_score_gemma":0.00007709948,"threshold_uncertainty_score":0.9999224},"labels":[],"label_agreement":null}]}