{"meta":{"query_hash":"2deffff8dcc1","filters":{"topic":"Labor Market and Education"},"cohort_total":113,"direct_labels_cover":0,"predictions_cover":113,"exported":113,"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/2deffff8dcc1","api":"https://metacan.xera.ac/api/v1/cohort?topic=Labor+Market+and+Education"},"results":[{"id":"W1991020685","doi":"10.2478/rpp-2014-0019","title":"Comparative Analysis of Legislative Provision of Adult Education in the USA and Canada (Case Study: Professional Development of Tourism Employees)","year":2014,"lang":"en","type":"article","venue":"Comparative Professional Pedagogy","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":"Vocational education; Tourism; Legislature; Normative; Professional development; Political science; Higher education; Human resources; Public relations; Economic growth; Public administration; Sociology; Law; Economics","score_opus":0.06295436191867963,"score_gpt":0.3706562501801916,"score_spread":0.30770188826151196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991020685","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":[0.9957935,0.00012649484,0.00016744161,0.00016476146,0.00045752674,0.0006752901,0.000042004132,0.0000018351561,0.0025711025],"genre_scores_gemma":[0.998445,0.0000030723356,0.000674431,0.000043729655,0.000029940045,0.00009709219,0.00005077856,0.0000044317803,0.0006515331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980181,0.0003255943,0.0010408232,0.0003087693,0.00015667132,0.00015005858],"domain_scores_gemma":[0.99789554,0.00046707044,0.0009876915,0.00022094569,0.00038209502,0.00004665591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008083731,0.0001620881,0.0007880159,0.0004171647,0.00012710507,0.0000071131476,0.00019482238,0.000057089645,0.000104880084],"category_scores_gemma":[0.00008440417,0.00012388009,0.000049803504,0.0005926326,0.00011475425,0.00014669304,0.000079396836,0.00017874163,0.0000013288922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011362063,0.001750164,0.88252866,0.000057129,0.00024812153,0.0000010504472,0.10320684,0.00009072064,0.000032798675,0.0105302045,0.0007999895,0.0006406832],"study_design_scores_gemma":[0.0004755246,0.00013676332,0.93363065,0.000061352635,0.000050979717,0.0000018010379,0.06257807,0.0014796318,0.00021674049,0.000582402,0.0006417522,0.00014434551],"about_ca_topic_score_codex":0.10305833,"about_ca_topic_score_gemma":0.5687291,"teacher_disagreement_score":0.46567076,"about_ca_system_score_codex":0.00008859284,"about_ca_system_score_gemma":0.0015177596,"threshold_uncertainty_score":0.90291446},"labels":[],"label_agreement":null},{"id":"W2014603137","doi":"10.1097/00002480-200003000-00034","title":"LONG-TERM CIRCULATORY SUPPORT OUTSIDE OF THE HOSPITAL","year":2000,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"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 Ottawa","funders":"","keywords":"Medicine; Assistive device; Medical emergency; Computer science; Physical medicine and rehabilitation","score_opus":0.01354529534957899,"score_gpt":0.20527748692727224,"score_spread":0.19173219157769325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014603137","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":[0.9540075,0.00037019275,0.000021750275,0.00078230165,0.0012618499,0.000037715872,0.000009863142,0.000004875092,0.04350392],"genre_scores_gemma":[0.9937455,0.00014855654,0.000030586703,0.00017818864,0.00031290884,0.0000015112741,0.0000019193296,0.0000103870025,0.0055704555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929446,0.000010965211,0.00038834274,0.00010419841,0.00004089497,0.00016111779],"domain_scores_gemma":[0.9994446,0.000010101916,0.0002533588,0.00020248354,0.00002920276,0.00006024963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037804045,0.00006726391,0.00014314866,0.000055309098,0.00009741347,0.000045210916,0.00022417122,0.000046782097,0.0095256595],"category_scores_gemma":[0.000029175633,0.000056590572,0.0001320135,0.00011043296,0.00004285374,0.00018389057,0.00001323162,0.00016422795,0.00029974707],"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":[0.0000040643945,0.00006579647,0.9878018,0.000004844572,0.000027009037,0.0000020350265,0.0004870873,0.0000083079785,0.0000077284085,0.0011986893,0.005025963,0.005366656],"study_design_scores_gemma":[0.00020219522,0.000029077059,0.986245,0.000009106254,0.000005358227,0.000036957543,0.000022579054,0.0000038988624,0.000046149096,0.0031145643,0.010204064,0.00008106205],"about_ca_topic_score_codex":0.000012577499,"about_ca_topic_score_gemma":0.000004053471,"teacher_disagreement_score":0.039737955,"about_ca_system_score_codex":0.00006308933,"about_ca_system_score_gemma":0.000057702553,"threshold_uncertainty_score":0.9913798},"labels":[],"label_agreement":null},{"id":"W2162931250","doi":"","title":"The implication of knowledge management in innovation process in Small and medium-size enterprises","year":2015,"lang":"en","type":"article","venue":"International scientific conference \"Economics and Management, ICEM\"","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":"Czech; IBM; Innovation management; Knowledge management; Process (computing); Business; Quarter (Canadian coin); Questionnaire; Statistical analysis; Marketing; Computer science; Mathematics; Statistics; Geography","score_opus":0.05339825112618304,"score_gpt":0.27761922040892134,"score_spread":0.2242209692827383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162931250","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":[0.9105135,0.00023748832,0.00022282859,0.0017261793,0.0010875209,0.00035057444,0.00002153867,0.0000064008004,0.085833974],"genre_scores_gemma":[0.99540824,0.001804827,0.00021985311,0.000039684248,0.000024532208,0.00009479088,0.00002783818,0.0000058101145,0.0023744567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988818,0.000010748672,0.00056669285,0.0003616666,0.00003001036,0.00014909363],"domain_scores_gemma":[0.9993361,0.000042307398,0.00029830405,0.0001734568,0.00011371834,0.000036112622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013010752,0.00009242414,0.00013370972,0.00044299715,0.000058656966,0.00027241287,0.0002930031,0.00003313882,0.0000233481],"category_scores_gemma":[0.00006252211,0.0000933018,0.000013670122,0.0003465562,0.000119028795,0.00027316887,0.00015756769,0.00005257795,0.000010901587],"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":[0.000036332927,0.000099353136,0.10108794,0.000050408573,0.000037344034,4.0401696e-7,0.0016336136,0.000025857797,0.0000060598436,0.87916666,0.0002630714,0.017592944],"study_design_scores_gemma":[0.001405296,0.000024343519,0.58479315,0.000066420864,0.000007840725,0.0000013057918,0.0037819857,0.005801651,0.000056666493,0.2991129,0.10470396,0.00024451103],"about_ca_topic_score_codex":0.00006852655,"about_ca_topic_score_gemma":0.00084598275,"teacher_disagreement_score":0.5800538,"about_ca_system_score_codex":0.00011139627,"about_ca_system_score_gemma":0.000031581738,"threshold_uncertainty_score":0.3804737},"labels":[],"label_agreement":null},{"id":"W2163327802","doi":"","title":"ECONOMIC PERFORMANCE OF UKRAINIAN IMMIGRANTS IN CANADA: SHOULD UKRAINIANS MOVE TO THE U.S.?","year":2003,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Immigration; Political science; Geography; Development economics; Economics; Law","score_opus":0.01528333982924835,"score_gpt":0.19391761790087064,"score_spread":0.1786342780716223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163327802","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":[0.94136447,0.00025058605,0.0000012933248,0.00041216158,0.0016348771,0.00032731929,0.00041552243,0.000007835894,0.055585936],"genre_scores_gemma":[0.975027,0.00050979236,0.000024181316,0.0002248312,0.0000588146,0.0000043245823,0.00024655642,0.00003403907,0.023870427],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856824,0.000031795113,0.0005018904,0.00046748758,0.00006161186,0.00036897275],"domain_scores_gemma":[0.99891365,0.000047899655,0.00041879722,0.00045928912,0.00004733016,0.00011303204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028696685,0.00026066712,0.00050318264,0.00065213157,0.0001003324,0.000022415597,0.0006065641,0.00019849105,0.0006204965],"category_scores_gemma":[0.000036784088,0.00030032563,0.000106571584,0.00063065434,0.000022989112,0.00018753634,0.000026453554,0.0003103698,0.00013286292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015141224,0.000041026473,0.9840576,0.000090560956,0.00007170686,0.000008143782,0.0010109115,0.00078871654,2.914981e-7,0.0013930418,0.011206482,0.0011800744],"study_design_scores_gemma":[0.00060034427,0.000053926884,0.33597517,0.000089034875,0.000028140961,5.5853207e-9,0.028710363,0.00030173434,0.00012673337,0.000050308416,0.63349354,0.00057071674],"about_ca_topic_score_codex":0.6556324,"about_ca_topic_score_gemma":0.998604,"teacher_disagreement_score":0.6480825,"about_ca_system_score_codex":0.0015297652,"about_ca_system_score_gemma":0.0011348984,"threshold_uncertainty_score":0.99994487},"labels":[],"label_agreement":null},{"id":"W2192758299","doi":"10.18052/www.scipress.com/ilshs.64.66","title":"Exploring of the Human Capital Depreciation of Ukrainian Labor Migrants Abroad: Results of a Survey","year":2015,"lang":"en","type":"article","venue":"International Letters of Social and Humanistic Sciences","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":5,"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 Alberta","keywords":"Depreciation (economics); Human capital; Labour economics; Economics; Capital (architecture); Ukrainian; Demographic economics; Capital formation; Geography; Financial capital; Economic growth","score_opus":0.22883980943123844,"score_gpt":0.30508062660554514,"score_spread":0.0762408171743067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2192758299","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":[0.99497616,0.000041701944,0.000008736994,0.0010545482,0.0004890266,0.000043314874,0.00030846096,0.0000015297466,0.0030765333],"genre_scores_gemma":[0.9997425,0.000006165728,0.000063838,0.000032113498,0.00008014597,0.0000023965551,0.000009315999,0.0000020797445,0.00006144307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928254,0.000020403331,0.00040864391,0.000112161826,0.000114504655,0.00006174569],"domain_scores_gemma":[0.99916446,0.00007252117,0.0005647418,0.0000505036,0.0001336373,0.0000141386245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009421131,0.000042848264,0.00014056989,0.00010521631,0.0000722866,0.00001417919,0.000232064,0.000016948019,0.0000183875],"category_scores_gemma":[0.00037027677,0.000037825135,0.000034989953,0.0001352672,0.00038249017,0.0001560244,0.000034933302,0.000027282917,5.7070906e-7],"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":[0.000043579017,0.0000998557,0.86160016,0.00002517197,0.000042205378,7.829576e-8,0.038684655,0.00002347546,0.0013581826,0.097485736,0.00044904556,0.00018783266],"study_design_scores_gemma":[0.00027295836,0.00003211867,0.9938418,0.000016550393,0.0000030832252,1.1411315e-7,0.0006332041,0.000022686427,0.0004846731,0.004305568,0.0003447933,0.000042406242],"about_ca_topic_score_codex":0.0037993856,"about_ca_topic_score_gemma":0.00058482523,"teacher_disagreement_score":0.13224167,"about_ca_system_score_codex":0.000022453933,"about_ca_system_score_gemma":0.00002753982,"threshold_uncertainty_score":0.57435596},"labels":[],"label_agreement":null},{"id":"W2255677083","doi":"","title":"Сравнительный анализ кредитных союзов Северной Америки и Украины","year":2013,"lang":"ru","type":"article","venue":"Бизнес Информ","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":"Ukrainian; Context (archaeology); Credit union; Legislature; Business; State (computer science); Financial system; Accounting; Political science; Geography; Law","score_opus":0.019113531672328238,"score_gpt":0.19088897815844255,"score_spread":0.1717754464861143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255677083","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":[0.640128,0.009759384,0.0004819967,0.013187875,0.011884642,0.0013608763,0.00038323255,0.00021687368,0.3225971],"genre_scores_gemma":[0.90671855,0.0021847554,0.00074617757,0.0015931461,0.0020797737,0.0002101999,0.0001719405,0.00014572665,0.08614973],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954039,0.000080622645,0.0016450633,0.0013086587,0.00016586571,0.0013959161],"domain_scores_gemma":[0.9966513,0.00020013674,0.0008726705,0.0014636982,0.00024518243,0.0005670339],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00097152876,0.0006792711,0.0010456583,0.0005853959,0.00041944027,0.0007916182,0.00092327397,0.0006168893,0.04990655],"category_scores_gemma":[0.0004164288,0.00080770033,0.00043255434,0.0009834159,0.00020453494,0.0012422173,0.00025583745,0.0006438723,0.061531708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006283921,0.0010545205,0.2980791,0.0003818383,0.0004450457,0.000013885932,0.004272575,0.000054596454,0.00015181751,0.08470658,0.58323365,0.027543547],"study_design_scores_gemma":[0.0012361511,0.00019304603,0.36262992,0.000095507115,0.00006031955,0.000013389194,0.000776129,0.0015752345,0.00023273185,0.036856737,0.59488475,0.0014460997],"about_ca_topic_score_codex":0.002424831,"about_ca_topic_score_gemma":0.00014558138,"teacher_disagreement_score":0.26659054,"about_ca_system_score_codex":0.0004755724,"about_ca_system_score_gemma":0.00022090125,"threshold_uncertainty_score":0.9994374},"labels":[],"label_agreement":null},{"id":"W2288778106","doi":"","title":"Международная миграция ученых и студентов: возможности государственной политики","year":2007,"lang":"ru","type":"article","venue":"Вопросы государственного и муниципального управления","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":"Internationalization; Globalization; Scope (computer science); Political science; Destinations; Human resources; Information and Communications Technology; Economic growth; Business; International trade; Economics; Tourism","score_opus":0.024203546124688263,"score_gpt":0.22857558090299482,"score_spread":0.20437203477830657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288778106","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":[0.4549036,0.02821208,0.011553853,0.017182095,0.037841167,0.0045281965,0.0024157357,0.0015855167,0.44177777],"genre_scores_gemma":[0.9009716,0.0031857707,0.005109014,0.0050492827,0.007473434,0.00020887706,0.00095564127,0.0009003425,0.07614605],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.97908276,0.00036173285,0.0072779637,0.0050105746,0.001125317,0.0071416576],"domain_scores_gemma":[0.98600996,0.0010068623,0.004127207,0.005009084,0.00087363383,0.0029732795],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.011885651,0.0031221455,0.00408559,0.003185664,0.0019416893,0.0016609594,0.003716988,0.0027749024,0.024507428],"category_scores_gemma":[0.0019264244,0.0038764107,0.0020684078,0.004918681,0.0013803064,0.0028469588,0.001166973,0.0032987087,0.024270052],"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":[0.0019590142,0.0054958947,0.36150298,0.0016422179,0.0023962588,0.0007704691,0.012789677,0.00015764142,0.0006739216,0.22008327,0.33892605,0.053602617],"study_design_scores_gemma":[0.0051847934,0.0009488046,0.23240492,0.00052146957,0.00046632826,0.00025520215,0.0034051624,0.0008707049,0.001584295,0.029206194,0.7195421,0.005610033],"about_ca_topic_score_codex":0.0018139073,"about_ca_topic_score_gemma":0.0018904968,"teacher_disagreement_score":0.446068,"about_ca_system_score_codex":0.0029209864,"about_ca_system_score_gemma":0.0011108576,"threshold_uncertainty_score":0.9993754},"labels":[],"label_agreement":null},{"id":"W2779162747","doi":"10.17722/ijme.v10i1.951","title":"Personal Finances’ Planning and Management as means for a Successful Family Life","year":2017,"lang":"en","type":"article","venue":"International Journal of Management Excellence","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finance; Life insurance; Business; Financial plan; Relevance (law); Personal life; Financial management; Everyday life; Economics; Marketing; Actuarial science; Political science","score_opus":0.04116084013664792,"score_gpt":0.28875219132748753,"score_spread":0.2475913511908396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779162747","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":[0.71357834,0.004775234,0.03725198,0.015803982,0.0074252607,0.0005332701,0.00005986057,0.000018107516,0.22055398],"genre_scores_gemma":[0.98723996,0.0037440993,0.003796079,0.0004951531,0.00038539994,0.000019568663,0.0000032057033,0.000011286948,0.0043052724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99904394,0.000006104779,0.0004556302,0.00020920928,0.00013044072,0.00015466049],"domain_scores_gemma":[0.9987939,0.00003293663,0.0008324044,0.00015467446,0.00011503792,0.000071032875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006542203,0.00010632677,0.00018149987,0.00024410267,0.00018915898,0.0003457518,0.0007292092,0.000030312769,0.00010292535],"category_scores_gemma":[0.00008742012,0.000113442315,0.00008700572,0.000029796178,0.000056047178,0.00054790324,0.00014987061,0.00007489317,0.000026248974],"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":[0.00092742796,0.0004532455,0.41501877,0.00046624796,0.0019673922,0.0002851577,0.0033986266,0.00036448857,0.000011472854,0.45353916,0.051607464,0.07196052],"study_design_scores_gemma":[0.0024334837,0.00014182889,0.573773,0.0003713845,0.000051321,0.000021080275,0.0019305663,0.0023066478,0.000014123899,0.044406917,0.37422466,0.00032493705],"about_ca_topic_score_codex":0.000027721406,"about_ca_topic_score_gemma":0.0000016525958,"teacher_disagreement_score":0.40913227,"about_ca_system_score_codex":0.00006877425,"about_ca_system_score_gemma":0.000013928032,"threshold_uncertainty_score":0.4626043},"labels":[],"label_agreement":null},{"id":"W2801517605","doi":"10.21272/bel.2(1).78-95.2018","title":"Index of protection of the interests of consumers of the financial services market","year":2018,"lang":"en","type":"article","venue":"Business Ethics and Leadership","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":9,"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":"Index (typography); Financial services; Financial inclusion; Business; Financial literacy; Consumer protection; Financial market; Value (mathematics); Finance; Commerce","score_opus":0.1749113998555759,"score_gpt":0.2539734086450209,"score_spread":0.07906200878944497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801517605","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":[0.9926805,0.0006598746,0.00021964198,0.0036008717,0.0007200731,0.00020228815,0.000026820242,0.000002373992,0.0018875872],"genre_scores_gemma":[0.99952674,0.00007976562,0.000021135844,0.00011369627,0.000048394988,0.0000039737583,6.9018364e-7,0.000005942364,0.0001996534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993297,0.000059220296,0.00036124478,0.00011240612,0.000052559804,0.00008488942],"domain_scores_gemma":[0.9987686,0.00008914653,0.0006213308,0.00022233912,0.00028738566,0.00001119019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009565341,0.00006529627,0.00019120565,0.00006931804,0.00006119101,0.0000065798417,0.00019337639,0.00015991965,0.00008311718],"category_scores_gemma":[0.0005791451,0.000047030648,0.000046469213,0.00040497183,0.0005341933,0.000065895285,0.000047556427,0.00020284909,6.332313e-7],"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":[0.00024651302,0.0001342046,0.9567493,0.0038401568,0.000051027124,2.9047595e-8,0.016368093,0.000008407101,0.0005111748,0.019959178,0.000228177,0.0019037233],"study_design_scores_gemma":[0.00020540913,0.00002135467,0.9894319,0.00023615346,0.000008984935,4.8847517e-7,0.0011212704,0.00025322172,0.001603357,0.00603023,0.0010320197,0.00005560029],"about_ca_topic_score_codex":0.0011887942,"about_ca_topic_score_gemma":0.00082115433,"teacher_disagreement_score":0.032682594,"about_ca_system_score_codex":0.000009349483,"about_ca_system_score_gemma":0.00009050996,"threshold_uncertainty_score":0.19682574},"labels":[],"label_agreement":null},{"id":"W2898239423","doi":"10.31767/su.2(77).2017.02.09","title":"Statistical Reporting in Vocational Education: Review and Ways of Improving","year":2017,"lang":"en","type":"article","venue":"Statistics of Ukraine","topic":"Labor Market and Education","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":"Vocational education; Quality (philosophy); Typology; Quarter (Canadian coin); Business; Statistical analysis; Marketing; Economics; Economic growth; Sociology; Statistics","score_opus":0.07262685867676692,"score_gpt":0.30591464770439186,"score_spread":0.23328778902762493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898239423","genre_codex":"methods","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":[0.21997164,0.09214356,0.3435954,0.077505976,0.0038103135,0.003266045,0.010002347,0.00005962088,0.24964511],"genre_scores_gemma":[0.9365228,0.0017237725,0.06089607,0.00045922806,0.00006728643,0.000014986606,0.00010543378,0.00000954201,0.00020088884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99866146,0.0000066368016,0.0010475297,0.00015710041,0.00003173144,0.00009556143],"domain_scores_gemma":[0.9974543,0.00009493047,0.0020289759,0.00027349827,0.00011794946,0.000030389696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008983191,0.000060202885,0.0003003543,0.000070220434,0.000052851377,0.000018192599,0.00010428435,0.000029969324,0.00020554491],"category_scores_gemma":[0.00526631,0.00006964939,0.0000136171775,0.000045019813,0.00010317571,0.000102552476,0.000027828273,0.00007043163,0.0000032819719],"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":[0.0000044771987,0.000082574865,0.102292165,0.0016856684,0.000011809736,0.0000012909353,0.00021451109,2.930607e-7,0.000016021799,0.85671777,0.006214407,0.03275904],"study_design_scores_gemma":[0.00017501107,0.000035251625,0.86851263,0.00017845423,0.000016920629,0.0000037952386,0.000026214198,0.00020222458,0.000018738729,0.12678686,0.003931624,0.000112309135],"about_ca_topic_score_codex":0.00041750394,"about_ca_topic_score_gemma":0.000032077904,"teacher_disagreement_score":0.76622045,"about_ca_system_score_codex":0.000022055341,"about_ca_system_score_gemma":0.00011186858,"threshold_uncertainty_score":0.63046455},"labels":[],"label_agreement":null},{"id":"W2982857215","doi":"10.30525/978-9934-588-11-2_68","title":"DEPENDENCE OF STAFF EFFICIENCY ON STRESS IN THE WORKPLACE","year":2019,"lang":"en","type":"article","venue":"International Scientific Conference","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":"Restructuring; Unemployment; Globalization; Business; Labour economics; Demographic economics; Economics; Economic growth; Market economy; Finance","score_opus":0.03001586959096886,"score_gpt":0.24748685180017785,"score_spread":0.217470982209209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982857215","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":[0.8735235,0.00003448957,0.00021880618,0.000955794,0.0021689634,0.00011867374,0.00005840395,0.0000044275557,0.12291699],"genre_scores_gemma":[0.99343455,0.000007865208,0.000041064155,0.000035645153,0.000025616615,0.000008379331,0.000016621274,0.0000025521274,0.006427686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999202,0.000015337511,0.00026997723,0.0002692394,0.00012264572,0.000120772514],"domain_scores_gemma":[0.99939555,0.00009113516,0.00016156066,0.0002562326,0.000078466415,0.000017046907],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008268376,0.000057399833,0.00009069014,0.00017765514,0.00003624682,0.00015075602,0.0006455271,0.000027663402,0.0023626105],"category_scores_gemma":[0.00012078466,0.00004865187,0.000029885043,0.00029967414,0.00006243866,0.00014560629,0.000035355497,0.00008827643,0.00048604188],"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":[0.000025590978,0.00036270605,0.3896492,0.000011907531,0.000007535473,9.067048e-7,0.0032785656,0.00036081814,0.00023477139,0.6031069,0.0009112618,0.0020498098],"study_design_scores_gemma":[0.0010887774,0.00019509046,0.82266825,0.0002905845,0.0000036670554,0.000003592616,0.005002236,0.025516653,0.0024569798,0.069624275,0.07262211,0.0005277709],"about_ca_topic_score_codex":0.000105374165,"about_ca_topic_score_gemma":0.00014098203,"teacher_disagreement_score":0.5334827,"about_ca_system_score_codex":0.000048916623,"about_ca_system_score_gemma":0.00004428463,"threshold_uncertainty_score":0.99854934},"labels":[],"label_agreement":null},{"id":"W2996084388","doi":"10.9734/ejnfs/2015/21264","title":"Targeted Involvement of Women in Iodized Salt Related Microenterprises Contributes to the Empowerment and Improved Social-economic Status of Participating Women in Senegal","year":2015,"lang":"en","type":"article","venue":"European Journal of Nutrition & Food Safety","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrition International","funders":"","keywords":"Empowerment; Iodised salt; Social status; Socioeconomics; Socioeconomic status; Economic growth; Medicine; Environmental health; Economics; Sociology; Social science; Internal medicine","score_opus":0.024587316537840416,"score_gpt":0.23446015353492242,"score_spread":0.209872836997082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996084388","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":[0.99668,0.000987562,0.00004584305,0.001338369,0.0002736703,0.00025947424,0.00012310494,0.0000030559643,0.0002889106],"genre_scores_gemma":[0.9992283,0.00040177652,0.00018118118,0.000088108936,0.000047130223,0.000017308232,0.000009032381,0.000014271565,0.000012896805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975593,0.00025824807,0.0015679281,0.00014309745,0.000044626362,0.00042678128],"domain_scores_gemma":[0.9985504,0.000063252075,0.0010063772,0.00010230669,0.00010378403,0.00017387183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004661599,0.000105980405,0.00048458934,0.000321041,0.000035086505,0.000026953892,0.00013454656,0.000026664795,0.00003799477],"category_scores_gemma":[0.0003353534,0.000101180005,0.00005677043,0.00022980955,0.000046517405,0.00015099181,0.000057405196,0.00013883568,0.0000034856146],"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":[0.0081765475,0.003191347,0.77164817,0.00035151638,0.0007473381,0.000012086271,0.19931456,0.0008263162,0.006756905,0.0026298016,0.002327383,0.004018011],"study_design_scores_gemma":[0.013175358,0.0018580568,0.9485832,0.000211566,0.000012657702,0.0000028170878,0.017529864,0.00020639836,0.0008186489,0.0036793542,0.013706578,0.00021551203],"about_ca_topic_score_codex":0.000053293785,"about_ca_topic_score_gemma":0.000041995183,"teacher_disagreement_score":0.1817847,"about_ca_system_score_codex":0.0012462985,"about_ca_system_score_gemma":0.00010548365,"threshold_uncertainty_score":0.41260007},"labels":[],"label_agreement":null},{"id":"W2996216951","doi":"","title":"Credit Unions in Ukraine: Membership Aspect","year":2018,"lang":"en","type":"article","venue":"","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":"Export credit agency; Agency (philosophy); Commission; Business; Credit history; Element (criminal law); Credit reference; Credit rating; Payment; Credit enhancement; Financial system; Finance; Political science; Credit risk; Law","score_opus":0.040421908022876374,"score_gpt":0.24040543302031483,"score_spread":0.19998352499743846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996216951","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":[0.2807111,0.000115148265,0.00013137943,0.0026019579,0.00086844614,0.000058427515,0.0000077419945,0.000028695054,0.7154771],"genre_scores_gemma":[0.9861686,0.000034405217,0.00056131935,0.00039416563,0.0005045626,0.000008122459,0.000008552802,0.000008606893,0.012311636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99940157,0.0000070623137,0.00022576748,0.00018003328,0.000013048221,0.00017250079],"domain_scores_gemma":[0.9996661,0.000026499034,0.000055724555,0.00018706862,0.000020957126,0.000043670134],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040707501,0.000058788708,0.000112949165,0.00017159087,0.00003950844,0.00003122048,0.00010750787,0.000048789352,0.0129559],"category_scores_gemma":[0.00013035131,0.00006399751,0.00002700892,0.00034161253,0.000038886814,0.0001403831,0.000018576104,0.0000581516,0.0017376014],"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":[0.0000074257023,0.000064502376,0.25436693,0.0000043084356,0.000008250375,5.616124e-7,0.000798426,0.0000010749325,0.0000046904784,0.7017212,0.042598963,0.0004236836],"study_design_scores_gemma":[0.00040115233,0.00005900953,0.5243296,0.000006342989,0.0000016601224,0.0000014163869,0.00027129843,0.0006031117,0.00011337588,0.09686546,0.37712076,0.00022679096],"about_ca_topic_score_codex":0.00055063044,"about_ca_topic_score_gemma":0.00081313925,"teacher_disagreement_score":0.7054575,"about_ca_system_score_codex":0.0000707293,"about_ca_system_score_gemma":0.00001882142,"threshold_uncertainty_score":0.99903965},"labels":[],"label_agreement":null},{"id":"W299898706","doi":"","title":"The current state of Ukrainian credit union’s development","year":2013,"lang":"en","type":"article","venue":"Ekonomìst","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":"Ukrainian; Distrust; Position (finance); Business; Market economy; Credit crunch; Bond market; Economic system; Economics; Financial system; Political science; Finance","score_opus":0.023348564350744686,"score_gpt":0.21432072929041515,"score_spread":0.19097216493967045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W299898706","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":[0.96840936,0.0017673334,0.00021295623,0.0019870684,0.00200583,0.00022983902,0.000016318996,0.000017661336,0.025353646],"genre_scores_gemma":[0.99692917,0.0002543622,0.00026705494,0.0000329405,0.000120198936,0.00006193341,0.000012842521,0.000009873521,0.0023116015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992191,0.000011394447,0.00041510753,0.00014387064,0.000023928294,0.00018659244],"domain_scores_gemma":[0.9994215,0.000043505148,0.00021552389,0.00021496009,0.000049717568,0.000054818916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000472719,0.00007467248,0.00012309478,0.00006177056,0.00011614134,0.00006164138,0.00018309017,0.000014062382,0.00028682314],"category_scores_gemma":[0.0000561691,0.0000629722,0.000033089058,0.000115556635,0.00004162793,0.00012914288,0.000038641952,0.00007618225,0.0008725762],"study_design_candidate":"design_other","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":[0.0000054416164,0.00009630594,0.104760446,0.000026664606,0.000041308132,7.728099e-8,0.0059146644,0.000011472997,0.000003988863,0.007086434,0.013859403,0.8681938],"study_design_scores_gemma":[0.00006730885,0.000006619552,0.4338528,0.0000040988307,5.34386e-7,8.0098346e-8,0.000022972212,0.000059229733,0.00003531971,0.0034319477,0.5624567,0.00006236273],"about_ca_topic_score_codex":0.000077140685,"about_ca_topic_score_gemma":0.000047742524,"teacher_disagreement_score":0.8681314,"about_ca_system_score_codex":0.00008032446,"about_ca_system_score_gemma":0.000056139626,"threshold_uncertainty_score":0.99990535},"labels":[],"label_agreement":null},{"id":"W3012653228","doi":"10.5267/j.msl.2020.3.021","title":"Alternative methodology for assessment of youth competitiveness in the labor market of Ukraine","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Labor Market and Education","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Transformational leadership; Business; Work (physics); State (computer science); Labour economics; Political science; Economics; Public relations; Engineering; Geography","score_opus":0.12105230157474207,"score_gpt":0.317879365200705,"score_spread":0.19682706362596292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012653228","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":[0.8715435,0.00003131158,0.07901771,0.030669143,0.00039086465,0.00061731547,0.00011257458,0.0000054044353,0.017612137],"genre_scores_gemma":[0.9837851,0.00002220363,0.012043132,0.0040534465,0.000029939212,0.00003264538,0.000005163866,0.0000035215455,0.000024875448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992076,0.00004973173,0.00029205065,0.00023456092,0.000064444626,0.0001515747],"domain_scores_gemma":[0.9994567,0.00012509119,0.00023510019,0.00014729227,0.000017366483,0.00001842547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002763611,0.000058090605,0.00018034727,0.000180165,0.0000359288,0.000018484741,0.00047468737,0.000009962209,0.00008073183],"category_scores_gemma":[0.00010133974,0.00005074627,0.000034757537,0.00066464266,0.00019214729,0.00012642395,0.00006364851,0.000039339626,0.0000011612802],"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":[0.000050072358,0.00011581359,0.47816896,0.00022538695,0.000043853397,0.0000013401658,0.0106464615,0.0008389937,0.00059274124,0.5077728,0.00059596216,0.0009476296],"study_design_scores_gemma":[0.0005714978,0.000073565396,0.98375684,0.00001599495,0.000010452651,7.899807e-8,0.0042335624,0.0054087876,0.00027834612,0.0025965695,0.0029501473,0.000104166495],"about_ca_topic_score_codex":0.00006497456,"about_ca_topic_score_gemma":0.0000030639694,"teacher_disagreement_score":0.5055879,"about_ca_system_score_codex":0.000040658073,"about_ca_system_score_gemma":0.0000067389133,"threshold_uncertainty_score":0.20693728},"labels":[],"label_agreement":null},{"id":"W3013965132","doi":"10.5430/ijhe.v9n3p139","title":"Professional Training of the Economic Sector Specialists at Higher Education Institutions of the Republic of Poland and Ukraine: Criteria of Comparison","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Higher education; Professional development; Political science; Economic sector; Professional association; Economic growth; Public relations; Economics; Geography","score_opus":0.07860790296520657,"score_gpt":0.3345884625433928,"score_spread":0.2559805595781862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013965132","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":[0.97276056,0.001280197,0.0000066374755,0.012046072,0.009846148,0.00011727065,0.00009928259,0.0000015624369,0.00384226],"genre_scores_gemma":[0.9973918,0.00006119054,0.00021692693,0.00022793536,0.0008967676,0.0000041825883,0.000017770504,0.000008113006,0.0011753152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863607,0.00004811181,0.0010127255,0.00011830727,0.00011572763,0.00006908426],"domain_scores_gemma":[0.99725884,0.00006206782,0.0021239673,0.0001440503,0.00036309083,0.00004797789],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029089977,0.000084072446,0.00026998742,0.00015979982,0.000042390315,0.000018006565,0.00036880045,0.00005804663,0.0012578475],"category_scores_gemma":[0.00012325238,0.000064712134,0.00012028077,0.00015911978,0.00013500341,0.00025178338,0.00006761186,0.000110238834,0.0000015520433],"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":[0.00019690034,0.00058197026,0.7214542,0.000126909,0.00021637998,5.167242e-8,0.007885168,0.00012155969,0.003692578,0.2363797,0.027887246,0.0014573416],"study_design_scores_gemma":[0.00032380762,0.00003594421,0.9298068,0.00012681239,0.000020940159,0.000004513058,0.00025118404,0.00003106241,0.0011693435,0.0036011147,0.06456622,0.00006223518],"about_ca_topic_score_codex":0.00013088736,"about_ca_topic_score_gemma":0.000015249576,"teacher_disagreement_score":0.2327786,"about_ca_system_score_codex":0.00022241857,"about_ca_system_score_gemma":0.00094542804,"threshold_uncertainty_score":0.9996551},"labels":[],"label_agreement":null},{"id":"W3033319579","doi":"10.15388/im.2020.89.38","title":"The Paradigm of Migranomics","year":2020,"lang":"en","type":"article","venue":"Informacijos mokslai","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":"Remittance; Homeland; Investment (military); Immigration; Developing country; Foreign direct investment; Human migration; Development economics; Business; Economics; Economic growth; Political science; Population; Sociology; Macroeconomics","score_opus":0.034981065487703945,"score_gpt":0.20303567814611048,"score_spread":0.16805461265840654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033319579","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":[0.73672736,0.0015170256,0.0011154875,0.017070469,0.0011573954,0.00032267065,0.00011569094,0.00006218019,0.24191171],"genre_scores_gemma":[0.9981999,0.00030607308,0.00010827629,0.00090238656,0.00011420558,0.000009848248,0.000008700782,0.000007588967,0.00034303096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999277,0.0000033610427,0.00044781138,0.00009129389,0.00002373201,0.00015681458],"domain_scores_gemma":[0.99946874,0.000039192302,0.00023344054,0.00017711917,0.00001691699,0.00006457271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021444225,0.00006980522,0.00014365673,0.000029706338,0.0000856575,0.000044018812,0.00022957803,0.000038812468,0.00013468898],"category_scores_gemma":[0.00008854222,0.000059900594,0.00006933536,0.00016508807,0.000052668838,0.00020361513,0.000030247273,0.00007959273,0.00033613155],"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":[0.000103157305,0.000032678232,0.13449496,0.000061129045,0.00008122192,3.7517506e-7,0.0076518254,0.00015498775,0.000016590146,0.815871,0.028711192,0.012820858],"study_design_scores_gemma":[0.00033757,0.000044921948,0.019891383,0.000002906762,0.0000035219362,7.633654e-7,0.00018651213,0.003030474,0.0002758302,0.012337349,0.9637511,0.00013768753],"about_ca_topic_score_codex":0.000036901638,"about_ca_topic_score_gemma":0.0000063889674,"teacher_disagreement_score":0.9350399,"about_ca_system_score_codex":0.00001937871,"about_ca_system_score_gemma":0.000025660667,"threshold_uncertainty_score":0.43204033},"labels":[],"label_agreement":null},{"id":"W3035567745","doi":"10.32689/2618-0065-2020-2(4)-81-89","title":"ІННОВАЦІЙНА ЗМІСТОВНА СКЛАДОВА МОДЕРНІЗАЦІЇ ОСВІТИ В УКРАЇНІ","year":2020,"lang":"uk","type":"article","venue":"Науковий вісник державне управління","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Business","score_opus":0.06603738923126191,"score_gpt":0.2001178394447396,"score_spread":0.1340804502134777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035567745","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":[0.39761093,0.028361326,0.0036226471,0.09128115,0.020070752,0.002853304,0.0022871683,0.0010280774,0.45288464],"genre_scores_gemma":[0.9589327,0.003520183,0.0015939362,0.010182268,0.0058219954,0.00009066368,0.00039159175,0.00035963283,0.01910705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917668,0.00019224317,0.0028884618,0.0026086124,0.00037830355,0.0021655613],"domain_scores_gemma":[0.9944927,0.0002764277,0.0015655926,0.0017906934,0.0003069056,0.001567666],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0014071369,0.0013227311,0.0020697261,0.00061600603,0.00068679854,0.0008775732,0.0018533323,0.0010211561,0.018575972],"category_scores_gemma":[0.0011160237,0.0016498298,0.000919411,0.002262321,0.00039436415,0.0013471764,0.0006094708,0.0014423875,0.024737919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078762707,0.0016949514,0.21073867,0.0015564774,0.0014173674,0.00017341091,0.024319286,0.00034728774,0.000356591,0.20144044,0.5343906,0.02277728],"study_design_scores_gemma":[0.0032046672,0.00068223214,0.060353536,0.00017395815,0.00022518812,0.000024719291,0.001670546,0.007043711,0.0005361391,0.016430728,0.90667856,0.0029760082],"about_ca_topic_score_codex":0.0006288555,"about_ca_topic_score_gemma":0.0001153766,"teacher_disagreement_score":0.56132174,"about_ca_system_score_codex":0.0005723179,"about_ca_system_score_gemma":0.00077611656,"threshold_uncertainty_score":0.9999524},"labels":[],"label_agreement":null},{"id":"W3038145162","doi":"10.5267/j.ac.2020.6.006","title":"Building favorable investment climate for economic development","year":2020,"lang":"en","type":"article","venue":"Accounting","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Bank Group","keywords":"Investment (military); Business; Economic system; Open-ended investment company; Investment strategy; Mechanism (biology); Climate change; Ukrainian; Natural resource economics; Industrial organization; Economics; Return on investment; Political science; Finance; Production (economics); Microeconomics; Ecology","score_opus":0.04261334403452861,"score_gpt":0.2372182760243476,"score_spread":0.194604931989819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038145162","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":[0.96899056,0.0004173061,0.0050582793,0.0025180897,0.0008345194,0.0003195542,0.000032344546,0.00007897649,0.021750338],"genre_scores_gemma":[0.9654279,0.000026417414,0.031335663,0.0025878367,0.00041828823,0.00006943559,0.000022461043,0.000026006206,0.00008603268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990272,0.0000024775434,0.00039584306,0.0002793798,0.000013719315,0.00028139792],"domain_scores_gemma":[0.9995802,0.000030806557,0.00022361142,0.000094314,0.0000125860515,0.00005847984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004585963,0.000093217,0.00017516753,0.000055220637,0.0001618223,0.0001242783,0.0001340346,0.00003920431,0.00022194718],"category_scores_gemma":[0.00007354627,0.0001160231,0.00004246873,0.00006191147,0.000008272557,0.00030322702,0.000052935357,0.00004718625,0.00054074475],"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":[0.000033249453,0.000046993464,0.3842153,0.0002688204,0.00009044395,4.7020035e-7,0.0033057434,0.0003939826,0.00022270295,0.59194773,0.012940942,0.0065336186],"study_design_scores_gemma":[0.00056893594,0.000025729218,0.021926247,0.00001782342,0.0000068230456,5.256128e-7,0.0002525869,0.01095307,0.0015273603,0.011216179,0.9530922,0.00041252142],"about_ca_topic_score_codex":0.000026178785,"about_ca_topic_score_gemma":0.0000059340377,"teacher_disagreement_score":0.9401513,"about_ca_system_score_codex":0.00015352809,"about_ca_system_score_gemma":0.00004603037,"threshold_uncertainty_score":0.695036},"labels":[],"label_agreement":null},{"id":"W3047050695","doi":"10.5430/ijhe.v9n7p12","title":"The Implementation of the Principles of Lifelong Learning as the Basis of Quality Specialize Education","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Labor Market and Education","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Lifelong learning; Process (computing); Quality (philosophy); Population; TRACE (psycholinguistics); Scarcity; Psychology; Duration (music); Mathematics education; Sample (material); Pedagogy; Sociology; Computer science; Epistemology; Demography","score_opus":0.04481964845527374,"score_gpt":0.34502105342268613,"score_spread":0.3002014049674124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047050695","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":[0.933067,0.0011860878,0.000051823165,0.0548774,0.004516313,0.00014555959,0.00001429521,0.0000021504025,0.006139327],"genre_scores_gemma":[0.9969631,0.00029044884,0.00014343482,0.0005318684,0.0009815345,0.000007328811,0.000008057187,0.0000081931985,0.0010660398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841666,0.00010877189,0.0011096004,0.00009415449,0.00019864738,0.00007213793],"domain_scores_gemma":[0.9960857,0.00018231166,0.0028219288,0.00014601067,0.0007311974,0.00003287212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009566872,0.00007216942,0.00016866636,0.00008689636,0.000078330726,0.00004259892,0.00055401283,0.00003352152,0.0005139324],"category_scores_gemma":[0.00046393552,0.00004735905,0.0001497564,0.00023338117,0.00007800271,0.00022175795,0.000045639234,0.00013915128,0.000005643684],"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":[0.00009969573,0.00023631909,0.5971326,0.0000354908,0.00019796619,3.035526e-8,0.007704722,0.00012273138,0.00054877665,0.3722029,0.0042273835,0.017491376],"study_design_scores_gemma":[0.00019467314,0.000048115406,0.8944137,0.000037003232,0.000019818777,0.0000017381634,0.003810547,0.000010226835,0.0037076818,0.011794453,0.08590812,0.000053890577],"about_ca_topic_score_codex":0.0004361815,"about_ca_topic_score_gemma":0.000026414733,"teacher_disagreement_score":0.36040846,"about_ca_system_score_codex":0.00011835474,"about_ca_system_score_gemma":0.00062634435,"threshold_uncertainty_score":0.5627199},"labels":[],"label_agreement":null},{"id":"W3047098838","doi":"10.5430/ijhe.v9n7p107","title":"Introduction of New Forms of Education in Modern Higher and Vocational Education and Training","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vocational education; Context (archaeology); Higher education; Sight; Process (computing); Pedagogy; Further education; Dual (grammatical number); Political science; Sociology; Mathematics education; Psychology; Computer science; Geography","score_opus":0.029012664301058446,"score_gpt":0.27758039267374895,"score_spread":0.2485677283726905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047098838","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":[0.9545269,0.0051124645,0.00038268787,0.02977834,0.004500977,0.0001326713,0.000010639696,0.000004704354,0.0055506006],"genre_scores_gemma":[0.9920792,0.00029818935,0.0029043916,0.00045543793,0.002368024,0.000006627322,0.00004803094,0.000013462917,0.001826609],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99870896,0.00001898861,0.00087437476,0.00019303936,0.000118650074,0.00008596873],"domain_scores_gemma":[0.9983176,0.000031489384,0.001044786,0.00008669972,0.0004136419,0.00010580102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002931377,0.00010561884,0.00025142333,0.00045857293,0.000017389542,0.000038914986,0.0001661766,0.00007231173,0.00037130454],"category_scores_gemma":[0.0001232956,0.00011558089,0.000048299382,0.00021700971,0.000043838514,0.0007304371,0.000022091108,0.00012529898,0.000003264329],"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":[0.00024883897,0.0011103207,0.2085734,0.00013095948,0.00013613795,1.6175278e-7,0.013501376,0.00007028553,0.0017373741,0.292765,0.023021473,0.45870468],"study_design_scores_gemma":[0.000533548,0.00009946107,0.847721,0.000085820764,0.000018573268,0.000018511058,0.0013556144,0.00006407631,0.0002978207,0.11027423,0.039388772,0.00014261337],"about_ca_topic_score_codex":0.000107924265,"about_ca_topic_score_gemma":0.000005324612,"teacher_disagreement_score":0.6391475,"about_ca_system_score_codex":0.0001414479,"about_ca_system_score_gemma":0.0011044394,"threshold_uncertainty_score":0.47132522},"labels":[],"label_agreement":null},{"id":"W3081696613","doi":"","title":"ОРГАНІЗАЦІЙНО-ЗМІСТОВІ АСПЕКТИ ДІЯЛЬНОСТІ ПРОВАЙДЕРІВ ОСВІТИ ДОРОСЛИХ У США І КАНАДІ","year":2018,"lang":"uk","type":"article","venue":"НЕПЕРЕРВНА ПРОФЕСІЙНА ОСВІТА: ТЕОРІЯ І ПРАКТИКА","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":"Adult education; Workforce; Curriculum; Pedagogy; Professional development; Psychology; Vocational education; Medical education; Sociology; Public relations; Political science; Medicine","score_opus":0.030590611297901554,"score_gpt":0.2255043455403823,"score_spread":0.19491373424248074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081696613","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":[0.3514477,0.012491824,0.0017156923,0.009198171,0.033068784,0.0025798343,0.0018021803,0.0008731284,0.5868227],"genre_scores_gemma":[0.86109626,0.0030952226,0.0026819778,0.003241899,0.01311114,0.00030393273,0.00059459417,0.0006560925,0.11521888],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98558813,0.0004129384,0.0046405117,0.0042728744,0.00075235503,0.004333205],"domain_scores_gemma":[0.98913115,0.0005736201,0.0029406562,0.0045321058,0.0010790172,0.0017434278],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0036897645,0.0024111853,0.0031916401,0.002016671,0.0019805443,0.0015900153,0.003185185,0.0020122626,0.040139977],"category_scores_gemma":[0.001475752,0.002930902,0.0014611286,0.0038332674,0.0017370832,0.0023861881,0.0010954129,0.0020012958,0.04802019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009955422,0.0032216562,0.1751802,0.0009393123,0.0017050883,0.00012625803,0.010968088,0.000033587305,0.00042163252,0.26348245,0.51931083,0.023615357],"study_design_scores_gemma":[0.004779649,0.0015581411,0.10703416,0.00053118594,0.00042587682,0.00012130006,0.0018335234,0.0025405528,0.0015693265,0.10260996,0.77190894,0.005087393],"about_ca_topic_score_codex":0.0038509634,"about_ca_topic_score_gemma":0.002353498,"teacher_disagreement_score":0.50964856,"about_ca_system_score_codex":0.0016744005,"about_ca_system_score_gemma":0.0023770642,"threshold_uncertainty_score":0.99944645},"labels":[],"label_agreement":null},{"id":"W3082537770","doi":"10.3390/jrfm13090197","title":"Social Risks of International Labour Migration in the Context of Global Challenges","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Intercultural competence; Perception; Hazard; Political science; Business; Psychology; Social psychology","score_opus":0.04867217032180155,"score_gpt":0.2657379046514595,"score_spread":0.21706573432965798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082537770","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":[0.9863312,0.0027159413,0.0009951394,0.0068881977,0.00032858766,0.00007751424,0.00005538324,0.0000010826544,0.002606912],"genre_scores_gemma":[0.9895978,0.009864581,0.0001628214,0.00014744446,0.00021696316,0.0000014732165,0.0000011196653,0.0000020157563,0.000005798567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99933034,0.00002209599,0.00046133835,0.00007061357,0.00005665603,0.00005896066],"domain_scores_gemma":[0.9992747,0.000018597666,0.00059871445,0.000037871265,0.000054372013,0.000015790152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056067115,0.000049340004,0.00018553885,0.00005965889,0.000023154671,0.000012443873,0.00014536396,0.000032729895,0.00001588122],"category_scores_gemma":[0.00010814399,0.000042276046,0.00005931757,0.00014145878,0.00002577382,0.000101522244,0.000023800956,0.00007623641,0.00000143176],"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":[0.00016599271,0.00013198514,0.44257644,0.00006374186,0.000030781463,0.0000029662704,0.010312921,0.000012415755,9.974779e-7,0.45589194,0.0010876161,0.08972224],"study_design_scores_gemma":[0.00054060546,0.00007882937,0.9312135,0.00001176262,0.000011197878,7.0980695e-7,0.0029346636,0.000037053112,0.000003554778,0.016127735,0.0489999,0.000040498708],"about_ca_topic_score_codex":0.0001133436,"about_ca_topic_score_gemma":0.00011729041,"teacher_disagreement_score":0.48863706,"about_ca_system_score_codex":0.000027113929,"about_ca_system_score_gemma":0.000010693257,"threshold_uncertainty_score":0.1723967},"labels":[],"label_agreement":null},{"id":"W3083262068","doi":"10.31521/modecon.v21(2020)-35","title":"External Labor Emigration from Ukraine: Causes, Scale, Consequences","year":2020,"lang":"en","type":"article","venue":"Modern Economics","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":"Emigration; Ukrainian; Human migration; Scale (ratio); Labor relations; Political science; Population; Economics; Geography; Labour economics; Sociology","score_opus":0.03294687119077201,"score_gpt":0.20793539179113066,"score_spread":0.17498852060035863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083262068","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":[0.9818014,0.0014253714,0.0053485506,0.0056764036,0.0006277341,0.00013850172,0.0006601875,0.000064888205,0.004256982],"genre_scores_gemma":[0.9929926,0.0008498593,0.0019939155,0.0030344676,0.0006259038,0.000020841537,0.00011511383,0.000029821793,0.00033750577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987327,0.000012737435,0.0005363497,0.0004708755,0.000017630957,0.00022971109],"domain_scores_gemma":[0.9992439,0.000036989517,0.00029686888,0.00023714072,0.00002740342,0.00015767444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015463843,0.00016086531,0.0003083294,0.00006170671,0.000084750136,0.00016562891,0.00024029009,0.00010575095,0.000888406],"category_scores_gemma":[0.00005008558,0.00020073935,0.00007681843,0.00009105119,0.000069741145,0.00043649945,0.000041126994,0.0001211572,0.00073617016],"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":[0.00008622086,0.00007887998,0.9396591,0.000022913226,0.000083296436,0.0000027449662,0.0059796833,0.0012000985,0.00062163535,0.0445892,0.0038305048,0.003845692],"study_design_scores_gemma":[0.0023042674,0.00017376004,0.5167698,0.000037152662,0.000047626447,0.0000069479397,0.0008046279,0.108501755,0.003960869,0.262505,0.10311931,0.0017688253],"about_ca_topic_score_codex":0.0008585925,"about_ca_topic_score_gemma":0.0004519877,"teacher_disagreement_score":0.4228893,"about_ca_system_score_codex":0.00011675412,"about_ca_system_score_gemma":0.00006478346,"threshold_uncertainty_score":0.97274226},"labels":[],"label_agreement":null},{"id":"W3085408771","doi":"10.5267/j.dsl.2020.8.002","title":"Optimization of multi-channel queuing systems with a single retail attempt: Economic approach","year":2020,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Queueing theory; Channel (broadcasting); Operations research; Computer science; Multi-objective optimization; Business; Mathematical optimization; Environmental economics; Economics; Industrial organization; Engineering; Telecommunications; Mathematics; Computer network","score_opus":0.07549971743082352,"score_gpt":0.2331618364987974,"score_spread":0.1576621190679739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085408771","genre_codex":"methods","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":[0.4265868,0.00011146344,0.5692877,0.0019713426,0.0005944659,0.00021541788,0.000017454977,0.000026140446,0.0011892124],"genre_scores_gemma":[0.9784205,0.000010753514,0.020717608,0.0007065187,0.00007811931,0.000012114644,0.000006027623,0.000014323085,0.000034024662],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986382,0.000011593933,0.00049808697,0.0005254465,0.000098557284,0.00022811898],"domain_scores_gemma":[0.9991121,0.000047570473,0.0003990277,0.0002744868,0.0000477259,0.000119040655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000857096,0.000111257905,0.00026524253,0.00025589837,0.00011911824,0.00018742715,0.00039810568,0.000039303482,0.000048432634],"category_scores_gemma":[0.00017018494,0.00010600192,0.000040853294,0.0006686116,0.00018133168,0.0006900015,0.0000540342,0.000070961796,0.00006460737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004619198,0.000062568375,0.016429352,0.000028790078,0.000010235013,8.367316e-7,0.0018829608,0.97844917,0.0006549826,0.00095653645,0.0011061189,0.0003722497],"study_design_scores_gemma":[0.00052593654,0.00006398151,0.0037123065,0.00002941995,0.0000039794886,0.0000036943645,0.0006041879,0.9936601,0.00021550796,0.000035244542,0.00091902213,0.00022664327],"about_ca_topic_score_codex":0.00006644329,"about_ca_topic_score_gemma":0.00000168919,"teacher_disagreement_score":0.5518337,"about_ca_system_score_codex":0.0001583689,"about_ca_system_score_gemma":0.000042358093,"threshold_uncertainty_score":0.43226328},"labels":[],"label_agreement":null},{"id":"W3087415877","doi":"","title":"Дослідження проблем стабілізації кадрів на підприємстві з використанням зарубіжного досвіду.","year":2013,"lang":"uk","type":"article","venue":"Вісник Донецького національного університету. Серія В. Економіка і право","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":"Productivity; Work (physics); Business; Job rotation; Turnover; Production (economics); Operations management; Labour economics; Public relations; Economics; Management; Job satisfaction; Political science; Economic growth; Job performance; Engineering; Job design; Microeconomics","score_opus":0.018320149583298095,"score_gpt":0.18134497614673947,"score_spread":0.1630248265634414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087415877","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":[0.5618935,0.030916901,0.0022302312,0.025133323,0.03353811,0.007853021,0.0027001537,0.001761151,0.33397356],"genre_scores_gemma":[0.861484,0.007183969,0.0033938342,0.0051791784,0.0071829627,0.001510391,0.0012062504,0.0011363281,0.11172309],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.978212,0.0007128463,0.007323438,0.0059488467,0.0012205334,0.0065823584],"domain_scores_gemma":[0.9836771,0.0010453948,0.0045557506,0.006302408,0.0014715944,0.0029477905],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004221395,0.0039266082,0.005053972,0.0028599554,0.0022103742,0.0036070796,0.0047809663,0.0030044722,0.059128154],"category_scores_gemma":[0.0020168195,0.0046595023,0.0023552752,0.004772616,0.0014567715,0.0050780373,0.0017325332,0.0036073877,0.08409168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007854683,0.00518958,0.20786412,0.002019079,0.0029492434,0.00019629174,0.011037337,0.00038195998,0.0007670526,0.09637433,0.6141428,0.05829274],"study_design_scores_gemma":[0.006052582,0.0013494343,0.14142287,0.0007043298,0.00055026746,0.0001594703,0.0034741974,0.005848166,0.001020987,0.04049055,0.7915904,0.007336732],"about_ca_topic_score_codex":0.008491057,"about_ca_topic_score_gemma":0.0008054468,"teacher_disagreement_score":0.29959044,"about_ca_system_score_codex":0.0025869154,"about_ca_system_score_gemma":0.0015405599,"threshold_uncertainty_score":0.9990886},"labels":[],"label_agreement":null},{"id":"W3087975004","doi":"10.32370/ia_2020_09_15","title":"Modeling the Process of Forming Culture in Professional Activities of Future Managers","year":2020,"lang":"en","type":"article","venue":"Intellectual Archive","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge management; Competence (human resources); Organizational culture; Process (computing); Business; Process management; Public relations; Psychology; Computer science; Political science; Social psychology","score_opus":0.02490173100373416,"score_gpt":0.23976198441752172,"score_spread":0.21486025341378756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087975004","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":[0.98552966,0.00041560535,0.00253796,0.0013118228,0.00026089273,0.00015921105,0.000041109335,0.0000063591933,0.009737394],"genre_scores_gemma":[0.99925375,0.00011460411,0.000192643,0.00012458654,0.00011081831,0.000013047737,0.000008504181,0.000006687353,0.00017535707],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994599,0.0000134544025,0.00027196726,0.00012421391,0.000029868283,0.00010055426],"domain_scores_gemma":[0.9997028,0.0000862394,0.00010729531,0.00006638884,0.000016903761,0.000020355148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011960725,0.000064044856,0.00016294494,0.000073726245,0.000033909942,0.000006181569,0.00016065376,0.00003037211,0.00012301061],"category_scores_gemma":[0.00019739199,0.0000484154,0.000046001398,0.0002114926,0.00004233917,0.00010330474,0.00003672248,0.0001582996,0.0000052619644],"study_design_candidate":"qualitative","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":[0.00043854714,0.00015216309,0.00959692,0.00046351182,0.00007902046,7.050555e-7,0.93771684,0.00842628,0.00032722432,0.03497106,0.0030206153,0.004807091],"study_design_scores_gemma":[0.0008473063,0.00032229203,0.0034339237,0.00027358084,0.000016912083,0.0000027409342,0.23514289,0.61818355,0.0052860295,0.12571011,0.01026688,0.00051377306],"about_ca_topic_score_codex":0.00003223502,"about_ca_topic_score_gemma":0.00002351574,"teacher_disagreement_score":0.70257396,"about_ca_system_score_codex":0.000012677835,"about_ca_system_score_gemma":0.00003107197,"threshold_uncertainty_score":0.19743228},"labels":[],"label_agreement":null},{"id":"W3105269233","doi":"10.37332/2309-1533.2020.5-6.3","title":"BENCHMARKS OF ENSURING AN «ECONOMIC BREAKTHROUGH» OF UKRAINE IN TECHNOLOGICAL AND INNOVATIVE AREAS","year":2020,"lang":"en","type":"article","venue":"INNOVATIVE ECONOMY","topic":"Labor Market and Education","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":"China; Christian ministry; Consistency (knowledge bases); Technological change; Regional science; Economic system; Business; Economics; Computer science; Political science; Geography","score_opus":0.03498719926960819,"score_gpt":0.2409293346431198,"score_spread":0.2059421353735116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105269233","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":[0.94736296,0.00017866564,0.0003147144,0.0015071596,0.00007134885,0.00020775429,0.000096967255,0.000014710895,0.050245743],"genre_scores_gemma":[0.9985663,0.00003455367,0.0010129522,0.00022144002,0.000058062542,0.000025647789,0.00005283754,0.00001324397,0.000014913749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835956,0.000019755515,0.0010074034,0.00040878556,0.000014305607,0.00019017122],"domain_scores_gemma":[0.998899,0.000072706716,0.0006657485,0.00018721078,0.00013158088,0.000043751483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005574207,0.0001579014,0.0005650121,0.00036962578,0.000023629033,0.000017443415,0.00018994715,0.00012704796,0.00061199436],"category_scores_gemma":[0.00021223888,0.00018368452,0.000025302656,0.0010397187,0.00027397525,0.00046519865,0.0000939382,0.00019307242,0.000014791465],"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":[0.00004579474,0.0000856828,0.6114083,0.000050094462,0.00004322431,8.7804426e-7,0.0018435636,0.00001715143,0.00017888469,0.38358918,0.00019397154,0.00254327],"study_design_scores_gemma":[0.001819451,0.0003855772,0.9093364,0.000050707244,0.000004006249,0.0000037783286,0.0026517182,0.0018751074,0.006093558,0.06229075,0.014885901,0.0006030807],"about_ca_topic_score_codex":0.0001437905,"about_ca_topic_score_gemma":0.00001907459,"teacher_disagreement_score":0.32129842,"about_ca_system_score_codex":0.00009286717,"about_ca_system_score_gemma":0.00006389624,"threshold_uncertainty_score":0.7490437},"labels":[],"label_agreement":null},{"id":"W3107784555","doi":"10.26565/2311-2379-2020-98-08","title":"Current tendencies of migration process development: global features and implications for Ukraine","year":2020,"lang":"en","type":"article","venue":"Bulletin of V N Karazin Kharkiv National University Economic Series","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":3,"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":"Emigration; Ukrainian; Residence; Czech; Geography; Political science; Development economics; Economic geography; Demographic economics; Economics","score_opus":0.027416204393230025,"score_gpt":0.23065348150800322,"score_spread":0.20323727711477318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107784555","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":[0.9549316,0.0018963295,0.00064435485,0.031745583,0.00021530903,0.0004387352,0.0021369047,0.000030583786,0.007960575],"genre_scores_gemma":[0.99643576,0.00047544675,0.0025384047,0.00008370832,0.000068172885,0.0000062142076,0.00016857038,0.00000579565,0.00021789997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993793,0.0000063279476,0.00028403688,0.00021867383,0.000023223927,0.00008846274],"domain_scores_gemma":[0.9993818,0.00005024503,0.00032572084,0.000055282984,0.00013868176,0.00004829308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015470119,0.000085166546,0.00019257057,0.00007575172,0.00009539954,0.00001493881,0.00013711781,0.000044864606,0.0001463634],"category_scores_gemma":[0.00012304245,0.00011190567,0.000045276705,0.00008711258,0.00009020213,0.00012876629,0.00003286589,0.00003183126,0.000011885246],"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":[0.00032043149,0.00010850041,0.18811114,0.00035613272,0.00012212651,6.3179414e-8,0.002959701,0.0001712953,0.000028642326,0.77010834,0.03589434,0.001819303],"study_design_scores_gemma":[0.00049717183,0.000042867552,0.40682244,0.000013089785,0.000009553083,0.0000016962586,0.00056900264,0.000070618116,0.00016967274,0.008639343,0.58301157,0.00015298817],"about_ca_topic_score_codex":0.000035410318,"about_ca_topic_score_gemma":0.000040597242,"teacher_disagreement_score":0.76146895,"about_ca_system_score_codex":0.00013062298,"about_ca_system_score_gemma":0.00015487653,"threshold_uncertainty_score":0.45633808},"labels":[],"label_agreement":null},{"id":"W3109594239","doi":"10.5267/j.msl.2020.11.009","title":"Understanding creative, information and knowledge determinants of the economic growth of the EU regions within smart development strategies","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Labor Market and Education","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":true,"route_about_ca":false,"ca_institutions":"","funders":"National Academy of Sciences of Ukraine","keywords":"Index (typography); Knowledge economy; Creativity; Per capita; Ranking (information retrieval); Closeness; Business; Lisbon Strategy; Investment (military); Human capital; Industrial organization; Creative industries; Knowledge management; Economics; European union; Economic growth; Computer science; International trade; Political science","score_opus":0.06398993662341802,"score_gpt":0.22747620503585592,"score_spread":0.1634862684124379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109594239","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":[0.9767783,0.000010166596,0.0017456618,0.006017915,0.0003392328,0.00021140181,0.0000040738746,0.0000054750367,0.014887723],"genre_scores_gemma":[0.9991062,0.000010927082,0.0002927411,0.00053815317,0.000005941242,0.0000061580376,4.187135e-7,0.000002231823,0.000037186463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939567,0.000009526913,0.00031968724,0.0001266363,0.00004180656,0.00010669639],"domain_scores_gemma":[0.9994988,0.000011252833,0.00032965303,0.00012959151,0.0000074872273,0.000023205435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045786507,0.000059049995,0.000095949836,0.0001004628,0.00019450711,0.00007725121,0.0003283926,0.000011225727,0.00001044198],"category_scores_gemma":[0.00002793423,0.00004351805,0.000022155016,0.00035875736,0.00026378685,0.00065301155,0.00016332247,0.000036072957,0.0000068097656],"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":[0.0000061325954,0.000009686431,0.5298735,0.00015940628,0.000017173817,4.598182e-8,0.01497044,0.00021628082,0.000039212893,0.4532423,0.001313926,0.00015185874],"study_design_scores_gemma":[0.0002282278,0.00001229469,0.9827712,0.000052916323,0.000008479421,3.1992596e-7,0.0067062485,0.003218944,0.0009305961,0.0041428744,0.0018039289,0.00012394552],"about_ca_topic_score_codex":0.000051133342,"about_ca_topic_score_gemma":0.000031614447,"teacher_disagreement_score":0.4528977,"about_ca_system_score_codex":0.00016962546,"about_ca_system_score_gemma":0.000044984245,"threshold_uncertainty_score":0.17746145},"labels":[],"label_agreement":null},{"id":"W3120015054","doi":"10.5216/ia.v45i3.66953","title":"MUDANÇAS DE PODER NA CASA DE FORÇAS: EUROPA, EDUCAÇÃO SUPERIOR E ONDAS SÍSMICAS DE DESLOCAMENTOS","year":2020,"lang":"pt","type":"article","venue":"Revista Inter-Ação","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"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 Calgary","funders":"","keywords":"Humanities; Political science; Power (physics); Art; Physics","score_opus":0.0473332561949901,"score_gpt":0.2648882284928545,"score_spread":0.21755497229786439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120015054","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":[0.9540335,0.009069481,0.01666406,0.012677546,0.0012644936,0.00074414775,0.00037783588,0.00011624955,0.005052712],"genre_scores_gemma":[0.9825929,0.0018720172,0.0013457015,0.0071394234,0.00097355514,0.00008052444,0.00007315618,0.00017145656,0.0057512945],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99590945,0.00021295062,0.0013769766,0.0010587287,0.000098570985,0.0013433172],"domain_scores_gemma":[0.99753666,0.00015968144,0.00057962304,0.0007586734,0.000105716426,0.0008596236],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012202207,0.0005974605,0.00097583357,0.00027513088,0.00028752393,0.00082164054,0.00085279037,0.00033845173,0.0045659617],"category_scores_gemma":[0.0010382001,0.00074623077,0.00048689928,0.00065899343,0.00012552629,0.00043153836,0.00026515085,0.0007321013,0.0014190896],"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":[0.00059281854,0.0013120719,0.7978498,0.0028850336,0.00084402086,0.00022811357,0.06417221,0.00007657038,0.0011230696,0.025379095,0.07409221,0.031444997],"study_design_scores_gemma":[0.002360083,0.0010868985,0.0627889,0.0010477501,0.00040185716,0.00033573326,0.006889914,0.033027843,0.0013960938,0.0013897659,0.8865564,0.0027187609],"about_ca_topic_score_codex":0.00051776477,"about_ca_topic_score_gemma":0.000047439287,"teacher_disagreement_score":0.8124642,"about_ca_system_score_codex":0.0014902849,"about_ca_system_score_gemma":0.0006134237,"threshold_uncertainty_score":0.99949884},"labels":[],"label_agreement":null},{"id":"W3131354477","doi":"10.24195/2414-4665-2020-2-11","title":"INDIVIDUALIZATION OF LEARNING IN CANADIAN MULTINATIONAL CORPORATIONS:FOREIGN EXPERIENCE AND WAYS OF IMPLEMENTATION","year":2020,"lang":"en","type":"article","venue":"Science and Education","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":"Multinational corporation; Coaching; Business; Context (archaeology); Knowledge management; Autonomy; Public relations; Management; Political science; Computer science; Economics","score_opus":0.06292317689233637,"score_gpt":0.28627245188485095,"score_spread":0.22334927499251458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131354477","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":[0.993742,0.00010855547,0.0001859659,0.0034697566,0.00006807157,0.00011764399,0.0000082791275,0.0000029382504,0.0022967823],"genre_scores_gemma":[0.99880594,0.000040104474,0.000624745,0.0004500523,0.00002271945,0.000013753409,0.000031326883,0.0000021786957,0.000009179987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944764,0.0000065365443,0.0002426873,0.00015338992,0.000050783132,0.00009895307],"domain_scores_gemma":[0.99957305,0.0000119319375,0.00018279787,0.000038739898,0.0001243197,0.000069147194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000493404,0.00003613252,0.00006997995,0.00028541285,0.000087546425,0.00002761738,0.000057354915,0.000021740861,0.000059413185],"category_scores_gemma":[0.00032355735,0.000043702068,0.000004866826,0.0006723892,0.000118297365,0.000497121,0.000011157233,0.00003508532,0.000001336223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011093059,0.000010002714,0.87397164,0.000014146621,6.851477e-7,1.3284789e-8,0.010514836,0.000014979361,0.0002481588,0.111347266,0.00008674834,0.003790443],"study_design_scores_gemma":[0.00011377503,0.000033876382,0.97912586,0.0000072842295,0.0000013512541,4.4075546e-7,0.007122017,0.0028048786,0.00078324456,0.008455858,0.0014874886,0.0000639558],"about_ca_topic_score_codex":0.013496425,"about_ca_topic_score_gemma":0.0015348935,"teacher_disagreement_score":0.10515422,"about_ca_system_score_codex":0.00006526086,"about_ca_system_score_gemma":0.00054255297,"threshold_uncertainty_score":0.9930728},"labels":[],"label_agreement":null},{"id":"W3139109170","doi":"10.35945/gb.2020.10.017","title":"THE PROSPECTS OF DEVELOPING THE DISTANCE EMPLOYMENT UNDER THE CONDITIONS OF CORONOMICS IN GEORGIA","year":2020,"lang":"en","type":"article","venue":"Globalization and Business","topic":"Labor Market and Education","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":"Geography; Demographic economics; Business; Economics","score_opus":0.025574881166512447,"score_gpt":0.23190017616021594,"score_spread":0.2063252949937035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139109170","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":[0.931453,0.002380845,0.025878768,0.035790518,0.0004725384,0.00047425056,0.000095773576,0.00001143046,0.0034428872],"genre_scores_gemma":[0.99885774,0.0005417818,0.000039769962,0.00045395122,0.000027116312,0.0000103402845,0.000016987124,0.00000366694,0.00004866628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99953717,0.000011728308,0.00026891768,0.00008963128,0.000022110058,0.00007046558],"domain_scores_gemma":[0.9995858,0.000036629728,0.00020001638,0.00009851112,0.0000680777,0.000010970864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017760946,0.00004722988,0.00009259659,0.00001364055,0.00010806136,0.000035212757,0.00011052104,0.000019300925,0.000017680966],"category_scores_gemma":[0.00006724341,0.000029092125,0.000012354019,0.00044137056,0.00010200692,0.00006873213,0.00002788263,0.000024166085,0.0000021596845],"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":[0.0000105786585,0.000012741978,0.16178805,0.00002124147,0.000008630468,2.7798992e-8,0.0006186854,0.0005484564,0.0000034585921,0.83638036,0.00042547387,0.00018230178],"study_design_scores_gemma":[0.00019283785,0.000004770262,0.9582151,0.000015429348,0.0000036732126,3.1488062e-7,0.00058292254,0.0013478788,0.000027815257,0.020895217,0.0186581,0.000055936198],"about_ca_topic_score_codex":0.000087223016,"about_ca_topic_score_gemma":0.0001609218,"teacher_disagreement_score":0.8154851,"about_ca_system_score_codex":0.000043685955,"about_ca_system_score_gemma":0.00005366961,"threshold_uncertainty_score":0.11863425},"labels":[],"label_agreement":null},{"id":"W3166947805","doi":"10.32840/2522-4263/2021-2-3","title":"CHANGES IN THE LABOR MARKET IN QUARANTINE RESTRICTIONS: GENDER ASPECT","year":2021,"lang":"en","type":"article","venue":"Pryazovskyi Economic Herald","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":"Workforce; Unemployment; Demographic economics; Business; Redistribution (election); Labour economics; Quarter (Canadian coin); Work (physics); Pandemic; Productivity; Economic growth; Economics; Political science; Coronavirus disease 2019 (COVID-19); Medicine; Geography; Politics","score_opus":0.0400573644474414,"score_gpt":0.24564116694790483,"score_spread":0.20558380250046343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166947805","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":[0.84262276,0.0021493095,0.000015966834,0.022243865,0.0009617497,0.00025328697,0.00007980462,0.000026232525,0.13164702],"genre_scores_gemma":[0.9924581,0.002209733,0.00031541398,0.0018280928,0.00038690082,0.00013980255,0.000035172252,0.000025635996,0.0026011663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844855,0.00009624772,0.00059222337,0.00046715676,0.000025626976,0.0003701719],"domain_scores_gemma":[0.9991634,0.00014140179,0.00017724308,0.0004576651,0.000017610275,0.00004270632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013463633,0.00015785827,0.00033170026,0.00029982318,0.000069838374,0.00013210505,0.00025761616,0.00010805785,0.004140096],"category_scores_gemma":[0.00011330573,0.00016536422,0.000066226254,0.00047402337,0.000024961178,0.00024954046,0.000038297418,0.00026423146,0.00035234212],"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":[0.000019551937,0.00017227232,0.8996624,0.000029203451,0.000025818437,0.000018599372,0.001602091,0.00009248153,0.000009735505,0.080726564,0.016753709,0.0008875716],"study_design_scores_gemma":[0.00061473943,0.0000145885215,0.85333973,0.000011187238,0.0000027915069,0.000011072212,0.00065874483,0.001352133,0.000019024454,0.01783882,0.12591858,0.00021859244],"about_ca_topic_score_codex":0.0009830276,"about_ca_topic_score_gemma":0.009502499,"teacher_disagreement_score":0.14983532,"about_ca_system_score_codex":0.00031814096,"about_ca_system_score_gemma":0.00012154391,"threshold_uncertainty_score":0.99677026},"labels":[],"label_agreement":null},{"id":"W3184205355","doi":"","title":"The dynamics and regions features of the Ukrainian people employment in 90th of the XX century","year":2015,"lang":"en","type":"article","venue":"Cherkasy University Bulletin: Historical Sciences","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":"Ukrainian; Unemployment; Demographic economics; Workforce; Population; Wage; Quarter (Canadian coin); Poverty; Shadow (psychology); Economics; Government (linguistics); Labour economics; Geography; Political science; Economic growth; Demography; Sociology","score_opus":0.02232294406208115,"score_gpt":0.18601350583151027,"score_spread":0.16369056176942912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184205355","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":[0.8828202,0.0023353263,0.000012594984,0.079764366,0.0013287694,0.00017746397,0.00001250463,0.000009134486,0.033539645],"genre_scores_gemma":[0.99317217,0.00033033144,0.000062196,0.000062845254,0.000019667372,4.1493985e-7,3.0240676e-7,0.0000025875547,0.006349467],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994661,0.000044593024,0.00013949444,0.00015070969,0.00007352526,0.0001255442],"domain_scores_gemma":[0.9994178,0.000085121406,0.00019711934,0.00022142833,0.000034102413,0.00004445271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062094117,0.000052950552,0.00011621012,0.000044001943,0.00024324082,0.000013968168,0.0006123081,0.00004227088,0.000012952511],"category_scores_gemma":[0.00027326596,0.00003266292,0.000048844206,0.00053985155,0.0003565628,0.00003853763,0.000178918,0.000093615105,0.0000012499543],"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":[0.000036361373,0.00015985948,0.70751035,0.000014816059,0.000013204361,3.8350993e-7,0.018583115,0.000050709346,0.000003075848,0.2333056,0.039391287,0.0009312655],"study_design_scores_gemma":[0.00016048976,0.000029629891,0.38870084,0.000009226677,0.0000042750316,6.9070853e-7,0.0030447098,0.00009077625,0.0000031700192,0.0017120508,0.60618067,0.0000634865],"about_ca_topic_score_codex":0.0032096943,"about_ca_topic_score_gemma":0.002664928,"teacher_disagreement_score":0.5667894,"about_ca_system_score_codex":0.00063939666,"about_ca_system_score_gemma":0.0000776864,"threshold_uncertainty_score":0.4852119},"labels":[],"label_agreement":null},{"id":"W3201423109","doi":"","title":"СИСТЕМА ІНДИКАТОРІВ УМОВ ПРОЖИВАННЯ НАСЕЛЕННЯ НА МІСЦЕВОМУ РІВНІ: ПРИНЦИПИ ФОРМУВАННЯ ТА ВИКОРИСТАННЯ","year":2021,"lang":"uk","type":"article","venue":"Demography and social economy","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":"Population; Novelty; Component (thermodynamics); Quality of life (healthcare); Relevance (law); Business; Computer science; Geography; Psychology; Political science; Social psychology; Environmental health; Medicine","score_opus":0.017339635918724703,"score_gpt":0.20205230690106354,"score_spread":0.18471267098233884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201423109","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":[0.47573024,0.033505462,0.0005304692,0.016781101,0.0059817005,0.00088297355,0.0008923396,0.00019903088,0.4654967],"genre_scores_gemma":[0.97748303,0.0055608223,0.00056753453,0.003628763,0.0029725798,0.00013966512,0.00049622176,0.00014889611,0.009002471],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99455833,0.0001999133,0.0018544706,0.001840329,0.00011367668,0.0014332684],"domain_scores_gemma":[0.9971233,0.00024377456,0.0010514362,0.00079027447,0.00028505453,0.0005061339],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012374299,0.000860353,0.0016655284,0.00077280327,0.0015673654,0.0011481959,0.0005582987,0.0010263452,0.004131961],"category_scores_gemma":[0.00011493826,0.0011911304,0.0010758513,0.0014296001,0.0006274545,0.0011384927,0.00029358588,0.00088251295,0.00052457064],"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":[0.00012395537,0.0009234478,0.38508132,0.0006616489,0.0014570494,0.000053083422,0.010686818,0.000006975239,0.0000103589255,0.5374117,0.041410696,0.02217295],"study_design_scores_gemma":[0.0019536954,0.0001150866,0.15593114,0.00006126329,0.00020124968,0.000023232553,0.004385151,0.00027328648,0.00006882212,0.10736372,0.7279658,0.0016575961],"about_ca_topic_score_codex":0.0003284002,"about_ca_topic_score_gemma":0.00031810315,"teacher_disagreement_score":0.6865551,"about_ca_system_score_codex":0.00023969341,"about_ca_system_score_gemma":0.0005473945,"threshold_uncertainty_score":0.9998887},"labels":[],"label_agreement":null},{"id":"W3201703747","doi":"10.33407/itlt.v84i4.3862","title":"ЗАБЕЗПЕЧЕННЯ ЯКОСТІ ЕЛЕКТРОННОГО НАВЧАННЯ В ПІВНІЧНОАМЕРИКАНСЬКОМУ ПРОСТОРІ ВИЩОЇ ОСВІТИ","year":2021,"lang":"uk","type":"article","venue":"Information Technologies and Learning Tools","topic":"Labor Market and Education","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":"Engineering","score_opus":0.020798046909608334,"score_gpt":0.20585756556660703,"score_spread":0.1850595186569987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201703747","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":[0.74187267,0.024803815,0.0055848327,0.028661657,0.004530135,0.0010210252,0.00049733935,0.002372975,0.19065554],"genre_scores_gemma":[0.97237116,0.014943434,0.0028754768,0.00063287286,0.0001566729,0.00007931912,0.00056383724,0.00004136385,0.008335863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972215,0.000067262066,0.0013722021,0.0005021098,0.00013319208,0.00070372666],"domain_scores_gemma":[0.99767655,0.0002544596,0.0010119914,0.0006737207,0.00027937393,0.000103889644],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010631166,0.0004128319,0.0006702893,0.000619056,0.0007417963,0.0015289908,0.0004326627,0.0007638484,0.0016829204],"category_scores_gemma":[0.004065442,0.00048781303,0.00017660228,0.001065856,0.00022037019,0.0031799695,0.00045294754,0.0012503371,0.00137921],"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":[0.00006180487,0.00013850248,0.08546952,0.000579282,0.00023121003,0.000011466022,0.0077437493,0.00039081342,0.000028634382,0.1514772,0.016854983,0.7370128],"study_design_scores_gemma":[0.0008223463,0.00016614045,0.03732338,0.00013838787,0.000033384516,0.000037079673,0.023244029,0.0026211117,0.00051824504,0.010637124,0.92366743,0.0007913274],"about_ca_topic_score_codex":0.00012843109,"about_ca_topic_score_gemma":0.000026516056,"teacher_disagreement_score":0.9068124,"about_ca_system_score_codex":0.0002237221,"about_ca_system_score_gemma":0.00025948122,"threshold_uncertainty_score":0.99975735},"labels":[],"label_agreement":null},{"id":"W3212000763","doi":"","title":"СРАВНИТЕЛЬНЫЙ АНАЛИЗ ФИНАНСИРОВАНИЯ ВЫСШЕГО ОБРАЗОВАНИЯ В РАЗЛИЧНЫХ СТРАНАХ","year":2018,"lang":"ru","type":"article","venue":"","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":"Higher education; Originality; Public sector; Work (physics); Private sector; Economic growth; Economics; Business; Political science; Finance; Economy","score_opus":0.02892532142454395,"score_gpt":0.22646538613020903,"score_spread":0.19754006470566507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212000763","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":[0.23486508,0.0021714922,0.0016057936,0.0065571973,0.015481643,0.00056064955,0.00023217921,0.00019899185,0.73832697],"genre_scores_gemma":[0.8294629,0.0012807865,0.0015003551,0.0021875494,0.0053652925,0.000044090608,0.00008754589,0.00011905776,0.1599524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953257,0.00007034128,0.0016709641,0.0014392495,0.00015268665,0.0013410846],"domain_scores_gemma":[0.9966727,0.00016351097,0.0007699388,0.0015388065,0.00035552058,0.0004995589],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015290072,0.0006458711,0.00096178654,0.0006657509,0.0005875334,0.0005866063,0.00093805755,0.0005995245,0.09794851],"category_scores_gemma":[0.00042530277,0.0007556807,0.00037734862,0.0013146476,0.00044438802,0.0008937397,0.00029832148,0.00047087664,0.040815108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001869063,0.0009948886,0.25632352,0.00021430945,0.00042884427,0.000008633843,0.004759396,0.00000469183,0.000057163918,0.20778467,0.48952344,0.039713535],"study_design_scores_gemma":[0.0012728064,0.0005357977,0.22998717,0.00007330961,0.0000614697,0.000011415145,0.0007336187,0.002144769,0.00050048466,0.021143202,0.7421341,0.0014018436],"about_ca_topic_score_codex":0.0013918112,"about_ca_topic_score_gemma":0.0013732407,"teacher_disagreement_score":0.5945978,"about_ca_system_score_codex":0.00045480946,"about_ca_system_score_gemma":0.0002713358,"threshold_uncertainty_score":0.9994894},"labels":[],"label_agreement":null},{"id":"W3324090","doi":"10.1136/pgmj.63.740.475","title":"Подходы к типологизации служб управления персоналом","year":2013,"lang":"en","type":"article","venue":"CyberLeninK (CyberLeninka)","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":"Business; Human resources; Knowledge management; Process management; Computer science; Political science; Law","score_opus":0.017757144618235316,"score_gpt":0.1836858319298355,"score_spread":0.16592868731160018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3324090","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":[0.59818727,0.003304785,0.0007909635,0.0046593933,0.003560821,0.0010029839,0.00010289939,0.0004851627,0.3879057],"genre_scores_gemma":[0.94199634,0.00040955556,0.003749728,0.0011983231,0.0012112905,0.00043021597,0.00013909767,0.00016040882,0.050705027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592865,0.00006632834,0.0013753977,0.0012134333,0.00017516875,0.0012409975],"domain_scores_gemma":[0.99710774,0.00018934571,0.00065730396,0.00130489,0.00022455052,0.00051615457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00076746184,0.00060587307,0.0008753274,0.00053851376,0.0003840779,0.00047450763,0.0008952525,0.00045131694,0.021949215],"category_scores_gemma":[0.0004169515,0.00068228255,0.00038254974,0.00088725146,0.00021296249,0.0013743232,0.00019663981,0.00054547423,0.028083626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004711792,0.0006154225,0.2588404,0.00014046082,0.0002971853,0.00001623424,0.0031577856,0.00004389766,0.0003825578,0.22650519,0.48532197,0.024631765],"study_design_scores_gemma":[0.0017366281,0.00017908923,0.45601946,0.000075756114,0.000043515378,0.00004078425,0.00050917687,0.0007480711,0.00045224986,0.077466026,0.4609195,0.0018097553],"about_ca_topic_score_codex":0.0010958671,"about_ca_topic_score_gemma":0.000111854766,"teacher_disagreement_score":0.34380907,"about_ca_system_score_codex":0.0002996472,"about_ca_system_score_gemma":0.00013060203,"threshold_uncertainty_score":0.99956286},"labels":[],"label_agreement":null},{"id":"W4205288070","doi":"10.32983/2222-4459-2021-11-248-254","title":"Experience of Developed Countries on Labor Market Development: Analysis of the Current State and Prospects of Development in Ukraine","year":2021,"lang":"en","type":"article","venue":"Business Inform","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":"Unemployment; Secondary labor market; Economics; Salary; Productivity; Labour economics; Factor market; Order (exchange); Recession; Labor relations; Market economy; Economic growth; Macroeconomics","score_opus":0.021111678326860298,"score_gpt":0.2371079219128352,"score_spread":0.2159962435859749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205288070","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":[0.9961117,0.0007496896,0.000056964825,0.00008513392,0.00017904956,0.0001176558,0.000040619503,0.000002182674,0.002657042],"genre_scores_gemma":[0.9981775,0.00050450803,0.00080975145,0.000032816977,0.0000041058647,0.000023892639,0.000018289256,0.0000046975,0.0004243845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998867,0.000005349333,0.000781007,0.00014620983,0.00007526553,0.00012516374],"domain_scores_gemma":[0.998988,0.000037014845,0.0004709767,0.00018077352,0.0003038457,0.000019425428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003534355,0.000093647875,0.00034481887,0.00030622547,0.000035187466,0.000014804788,0.00012264514,0.000023797269,0.00015394848],"category_scores_gemma":[0.0002532623,0.00008017494,0.000023222277,0.0020145494,0.00006831049,0.00013677495,0.000081836006,0.000043983928,0.0000017557015],"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":[0.000049914222,0.00010671717,0.95800644,0.00028636178,0.00010326026,2.71915e-7,0.014440739,0.00005170707,0.0000068088134,0.0037452963,0.00003795855,0.023164548],"study_design_scores_gemma":[0.00022882197,0.0000029506025,0.9679276,0.00008660259,0.0000078865705,1.4737358e-7,0.00012193339,0.00006677308,0.0040285266,0.000115839415,0.027316043,0.000096892734],"about_ca_topic_score_codex":0.000036909183,"about_ca_topic_score_gemma":0.00037558685,"teacher_disagreement_score":0.027278084,"about_ca_system_score_codex":0.00008191287,"about_ca_system_score_gemma":0.0004910993,"threshold_uncertainty_score":0.3269439},"labels":[],"label_agreement":null},{"id":"W4206815801","doi":"10.5430/jct.v11n1p286","title":"Special Aspects of Educational Managers’ Administrative Activity under Conditions of Distance Learning","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education and Science of Ukraine","keywords":"Distance education; Context (archaeology); Process (computing); Work (physics); Knowledge management; Public relations; Sociology; Pedagogy; Mathematics education; Psychology; Computer science; Political science; Engineering; Geography","score_opus":0.020776615103797805,"score_gpt":0.27113364373706933,"score_spread":0.25035702863327153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206815801","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":[0.9335837,0.0002388656,0.0005550671,0.0009863062,0.0007343511,0.00004136075,0.00003275852,0.0000013105754,0.06382633],"genre_scores_gemma":[0.99886125,0.00002675172,0.00018169108,0.000013864653,0.0005177032,0.0000021458595,0.0000050782637,0.0000050248705,0.00038646796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993282,0.00006215313,0.0003765275,0.0000885863,0.00006404251,0.000080509126],"domain_scores_gemma":[0.99875724,0.000109655855,0.0009987846,0.000052378018,0.000041813466,0.000040129955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061602285,0.00005936178,0.00022221488,0.00015830927,0.00019894341,0.000017393926,0.00008490934,0.000017719587,0.00079199724],"category_scores_gemma":[0.00015674967,0.00006388718,0.00007674277,0.00009287458,0.00004271122,0.00023884662,0.000027672459,0.00033355295,8.541239e-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":[0.000021643833,0.00041289977,0.18989028,0.00002893696,0.000065704626,0.0000010589225,0.0018477807,0.00027687306,0.000054838638,0.8054969,0.0011954908,0.00070760725],"study_design_scores_gemma":[0.00074574404,0.0004310932,0.8387491,0.000057759986,0.000040924573,0.000059153477,0.01014294,0.0003387151,0.00007271233,0.12559132,0.0235514,0.00021912891],"about_ca_topic_score_codex":0.00003985466,"about_ca_topic_score_gemma":0.000008538735,"teacher_disagreement_score":0.6799056,"about_ca_system_score_codex":0.00008363827,"about_ca_system_score_gemma":0.00007702678,"threshold_uncertainty_score":0.8671814},"labels":[],"label_agreement":null},{"id":"W4206817735","doi":"10.5430/jct.v11n1p129","title":"Local History Practice in the System of Bachelors-Historians Training: Experience and Prospects","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Labor Market and Education","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Representativeness heuristic; Bachelor; Sociology; Local history; Pedagogy; Political science; Psychology; History; Law","score_opus":0.023536257503229602,"score_gpt":0.23414553088756973,"score_spread":0.21060927338434013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206817735","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":[0.9726797,0.007549087,0.0004644699,0.0006178941,0.0010928025,0.00007600787,0.000002161455,0.0000030797864,0.01751485],"genre_scores_gemma":[0.9993207,0.000059806538,0.0003734784,0.00007470973,0.00010735857,0.0000065942813,3.2595852e-7,0.000004852653,0.000052190484],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921024,0.00010393928,0.00042709784,0.000095974036,0.00006894244,0.0000937977],"domain_scores_gemma":[0.99914086,0.00009478607,0.000637802,0.00007167312,0.00002214909,0.000032735654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002535402,0.000057321125,0.0001982867,0.00013347872,0.00012295843,0.000017902563,0.00012179475,0.000020208818,0.000020185385],"category_scores_gemma":[0.00027667568,0.000048167374,0.000032627675,0.00006333853,0.00003954183,0.00030367338,0.000025036841,0.00035717813,2.2618055e-7],"study_design_candidate":"qualitative","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":[0.000060839546,0.00049154996,0.13145715,0.00013550285,0.000041665884,0.00004981399,0.4844202,0.00008710337,0.00003422913,0.37202188,0.0025699819,0.00863007],"study_design_scores_gemma":[0.0011770482,0.000489219,0.055062387,0.000101090045,0.00003664875,0.0012996811,0.45533282,0.0019242233,0.000003127893,0.0015661229,0.48273394,0.00027372103],"about_ca_topic_score_codex":0.000207662,"about_ca_topic_score_gemma":0.0000038847397,"teacher_disagreement_score":0.48016393,"about_ca_system_score_codex":0.0003144466,"about_ca_system_score_gemma":0.000045624158,"threshold_uncertainty_score":0.19642085},"labels":[],"label_agreement":null},{"id":"W4220653017","doi":"10.5539/ijef.v14n4p11","title":"Regional Economic Environment, Compensation Marketization and Financing Platform Performance—An Empirical Analysis Based on Data of China","year":2022,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Marketization; China; Compensation (psychology); Incentive; Business; Finance; Differential (mechanical device); Economic system; Economics; Market economy; Political science","score_opus":0.04687889972167716,"score_gpt":0.25170494523090475,"score_spread":0.2048260455092276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220653017","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":[0.9962716,0.00020464633,0.0007696404,0.0013111136,0.0004506248,0.000057320118,0.0003438599,0.0000016907812,0.0005895153],"genre_scores_gemma":[0.9950638,0.0031066667,0.0012266178,0.00019913069,0.0001255576,0.0000037036457,0.00021488166,0.000010211324,0.00004947754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883807,0.00001908677,0.0007188179,0.00027505105,0.00004933219,0.00009962709],"domain_scores_gemma":[0.9985356,0.000060699786,0.0010981581,0.00024139912,0.000027523663,0.000036646205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010290957,0.00010420285,0.00030125692,0.0004792733,0.00010669943,0.000051477888,0.00038900357,0.000047601643,0.00022131861],"category_scores_gemma":[0.000022492704,0.0001240996,0.00006308314,0.0000758538,0.000053330663,0.0005910395,0.00011995039,0.00016976456,0.0000020662878],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055796286,0.00025070022,0.47005805,0.000011011777,0.00029734723,0.0000018529591,0.0005605549,0.48673427,0.0000026230525,0.029829359,0.00046394323,0.011232324],"study_design_scores_gemma":[0.00052035996,0.00015996926,0.3893905,0.0000059070617,0.000023435176,0.000011300869,0.0000467783,0.5913968,0.0000052151845,0.0024298225,0.015903963,0.000105907784],"about_ca_topic_score_codex":0.00004190371,"about_ca_topic_score_gemma":0.000016651135,"teacher_disagreement_score":0.10466256,"about_ca_system_score_codex":0.00022556,"about_ca_system_score_gemma":0.00007244651,"threshold_uncertainty_score":0.5060635},"labels":[],"label_agreement":null},{"id":"W4240610652","doi":"10.37405/1729-7206.2020.2(39).89-94","title":"Experience of Domestic Enterprises in the Conditions of Quarantine Restrictions: Social and Labor Aspects","year":2020,"lang":"en","type":"article","venue":"Herald of the Economic Sciences of Ukraine","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":3,"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":"Recession; Unemployment; Labour economics; Economics; Dismissal; Labor relations; Quarter (Canadian coin); Flexibility (engineering); Quarantine; Business; Demographic economics; Economic growth; Political science; Macroeconomics; Geography","score_opus":0.04847894544109807,"score_gpt":0.2880164035687519,"score_spread":0.23953745812765384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240610652","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":[0.9904359,0.0005801605,0.0000052471846,0.0064799627,0.00015903817,0.00011754347,0.000090716,0.0000020358743,0.0021293915],"genre_scores_gemma":[0.99945766,0.00023452275,0.00009460363,0.00014293447,0.00004570571,0.0000071163436,9.805506e-7,0.0000024879746,0.00001400508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992024,0.000025253259,0.00050776807,0.0001442527,0.000031986438,0.000088370994],"domain_scores_gemma":[0.99906343,0.00014762198,0.0006332117,0.00012144377,0.00001917976,0.000015133339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043572148,0.0000561717,0.00023312714,0.00009158352,0.00006391299,0.000010219744,0.00036291484,0.000023197772,0.0001380313],"category_scores_gemma":[0.00021371413,0.0000427698,0.00005295065,0.0003554621,0.00048895774,0.0001495573,0.000033121632,0.000043003165,0.0000014383687],"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":[0.000046150813,0.00013772577,0.7186268,0.000111167785,0.000027578684,1.8544048e-7,0.0329816,0.00080383616,0.0009719194,0.24530499,0.00086376054,0.00012429077],"study_design_scores_gemma":[0.00048411344,0.0001393632,0.97603536,0.000034434594,0.0000075948847,0.0000014418383,0.0029403248,0.0016253015,0.0009963693,0.017088255,0.0005578422,0.00008958307],"about_ca_topic_score_codex":0.00071489037,"about_ca_topic_score_gemma":0.000079899575,"teacher_disagreement_score":0.2574086,"about_ca_system_score_codex":0.000016343833,"about_ca_system_score_gemma":0.00006134682,"threshold_uncertainty_score":0.18015851},"labels":[],"label_agreement":null},{"id":"W4249104306","doi":"10.31891/2307-5740-2021-294-3-15","title":"ELECTRONIC COMMERCE AS AN EFFECTIVE MARKETING TOOL","year":2021,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Economic sciences","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":"The Internet; Business; Population; Marketing; Goods and services; Advertising; China; Commerce; Economics; Economy; Political science; World Wide Web","score_opus":0.018351014173543113,"score_gpt":0.23452563261412243,"score_spread":0.2161746184405793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249104306","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":[0.8619574,0.0001668773,0.00006001519,0.0011643943,0.00024922754,0.000087123066,0.000047731344,0.000015962594,0.1362513],"genre_scores_gemma":[0.9960772,0.00013699643,0.00064763933,0.00025899627,0.0000823869,0.0000011589917,0.000024371357,0.00000530769,0.0027659459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989971,0.00007538724,0.00024139344,0.0004003688,0.00005731353,0.00022845966],"domain_scores_gemma":[0.99924463,0.00023795808,0.00024239268,0.00012432171,0.00009748659,0.000053209405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016129238,0.00009163699,0.00020111457,0.00022116625,0.00025383715,0.00005769503,0.00029872305,0.000057832054,0.0022961095],"category_scores_gemma":[0.00018093188,0.00012397765,0.00007901534,0.000303826,0.00013881219,0.00082900294,0.00005582651,0.00008895549,0.00015905671],"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":[0.000047761256,0.00009347999,0.08945285,0.000011121935,0.000041523344,0.0000013227002,0.00027679667,0.0005308311,0.000045071363,0.90744215,0.0008294771,0.0012276155],"study_design_scores_gemma":[0.0014676272,0.00026291472,0.69586694,0.00003235779,0.000016553642,0.000025558837,0.0030903183,0.011523688,0.00079368206,0.13491581,0.15129621,0.0007083517],"about_ca_topic_score_codex":0.00033055487,"about_ca_topic_score_gemma":0.0002193875,"teacher_disagreement_score":0.7725263,"about_ca_system_score_codex":0.0005555488,"about_ca_system_score_gemma":0.0004525955,"threshold_uncertainty_score":0.9986159},"labels":[],"label_agreement":null},{"id":"W4285072984","doi":"10.36818/1562-0905-2021-3-10","title":"Theoretical and practical aspects of managing the territorial communities’ assets: foreign experience","year":2021,"lang":"en","type":"article","venue":"Regional Economy","topic":"Labor Market and Education","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":"Assets under management; Business; Variety (cybernetics); Process (computing); Asset (computer security); Asset management; Function (biology); Fixed asset; Economics; Finance; Computer science","score_opus":0.037507677637797464,"score_gpt":0.2649366673472055,"score_spread":0.22742898970940803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285072984","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":[0.38322452,0.0008553529,0.0009861895,0.02268426,0.00081050815,0.00014627501,0.000017125665,0.000016356908,0.5912594],"genre_scores_gemma":[0.9982554,0.0001728607,0.0005152891,0.0005526783,0.00036904783,0.00002270723,0.000015742406,0.0000084499725,0.00008785998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99935836,0.00003652233,0.00028595075,0.00015441373,0.000023628683,0.00014111456],"domain_scores_gemma":[0.99919516,0.00031483136,0.00014183071,0.0002587291,0.000041668747,0.00004778545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000336513,0.00007711488,0.00017743012,0.00004048964,0.0001098281,0.0000765313,0.00010038267,0.000050070026,0.00088081387],"category_scores_gemma":[0.00008398369,0.00007170052,0.000049553622,0.00007526216,0.00032162268,0.00023408838,0.00007269618,0.00012362153,0.00001534649],"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":[0.000011948407,0.000038406855,0.015216224,0.000011500683,0.000021376605,0.0000022080028,0.000939227,0.0000013210607,0.0000011450837,0.98252726,0.0011166717,0.00011268859],"study_design_scores_gemma":[0.00025746622,0.000022510301,0.010335942,0.000014586189,0.000005657886,0.000060312133,0.0043438254,0.000865663,0.00005706636,0.8786694,0.10524398,0.00012358805],"about_ca_topic_score_codex":0.00005943283,"about_ca_topic_score_gemma":0.000015133318,"teacher_disagreement_score":0.6150309,"about_ca_system_score_codex":0.000042895914,"about_ca_system_score_gemma":0.00007240924,"threshold_uncertainty_score":0.9644294},"labels":[],"label_agreement":null},{"id":"W4285358295","doi":"10.15421/392196","title":"WAGES AND MECHANISM OF ITS PAYMENTS IN UKRAINE AND CANADA: COMPARATIVE ANALYSIS","year":2021,"lang":"en","type":"article","venue":"Actual problems of native jurisprudence","topic":"Labor Market and Education","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":"Remuneration; Salary; Wage; Constitution; Legislation; Incentive; Payment; Labour economics; Economics; Piece work; Work (physics); Political science; Law; Market economy; Finance","score_opus":0.03264423169496143,"score_gpt":0.25382820861392047,"score_spread":0.22118397691895902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285358295","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":[0.9934943,0.0038219045,0.00014144191,0.00036498863,0.00005242353,0.0001264084,0.00013469477,0.0000020590658,0.0018618252],"genre_scores_gemma":[0.9981805,0.0013158155,0.00027285868,0.000035266483,0.0000064731007,0.000009753765,0.00001287322,0.000003360559,0.00016311446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991165,0.00002871621,0.00041685812,0.0002563853,0.000057908637,0.00012362357],"domain_scores_gemma":[0.9992518,0.0001463167,0.00031853176,0.00010410319,0.00013616176,0.000043075936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003271355,0.00009342933,0.00043185425,0.00020325453,0.000026526446,0.00001154688,0.00008077397,0.00003986247,0.00009593676],"category_scores_gemma":[0.0001762126,0.000100056415,0.000025068819,0.0005309989,0.000054062697,0.00018167871,0.000064769745,0.00007644811,5.946375e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006978339,0.0004583154,0.7898891,0.000516851,0.0012752238,0.000009169542,0.029982707,0.00025677966,0.00211997,0.17371759,0.00046825167,0.001236238],"study_design_scores_gemma":[0.0008627415,0.00016117407,0.95381474,0.000107197215,0.00007735884,0.0000017935336,0.0024811267,0.003039589,0.020788867,0.017360926,0.00096034934,0.00034415512],"about_ca_topic_score_codex":0.042152982,"about_ca_topic_score_gemma":0.16686453,"teacher_disagreement_score":0.1639256,"about_ca_system_score_codex":0.000061608676,"about_ca_system_score_gemma":0.00009573467,"threshold_uncertainty_score":0.9642254},"labels":[],"label_agreement":null},{"id":"W4286376304","doi":"10.32983/2222-0712-2022-1-59-69","title":"The Impact of the COVID-19 Pandemic on Regional Labor Markets in Ukraine","year":2022,"lang":"en","type":"article","venue":"THE PROBLEMS OF ECONOMY","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":"Strong; World Health Organization","keywords":"Pandemic; Quarter (Canadian coin); Population; Coronavirus disease 2019 (COVID-19); China; State (computer science); Quarantine; Development economics; Outbreak; Economic growth; Business; Geography; Economics; Demography; Virology; Medicine; Sociology","score_opus":0.060431446018342924,"score_gpt":0.27134057196453404,"score_spread":0.2109091259461911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286376304","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":[0.96442205,0.0012719842,0.0000054338316,0.01373542,0.000223915,0.00048587105,0.00013731285,0.000007617962,0.019710416],"genre_scores_gemma":[0.99793047,0.00028959723,0.0000075455573,0.00063996745,0.000042083993,0.00014246281,0.000007673368,0.000011649747,0.00092858117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989685,0.00009656949,0.0005259861,0.00017974467,0.00003153213,0.00019770602],"domain_scores_gemma":[0.99845636,0.00042138525,0.00057489634,0.00048824583,0.000020555757,0.00003855408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002461614,0.00009867093,0.00020843452,0.000094415955,0.00024765104,0.00001898812,0.0006290843,0.000029303,0.0007424908],"category_scores_gemma":[0.00018579642,0.000059246315,0.00014431697,0.00031818767,0.00013238048,0.000068395675,0.00013336014,0.00021176403,0.000010314717],"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":[0.00012813027,0.00015554015,0.88290566,0.000031326177,0.00008311141,1.09351774e-7,0.0022053125,0.008348288,0.000012674385,0.090618245,0.01509015,0.0004214264],"study_design_scores_gemma":[0.00088745396,0.00013638266,0.5563678,0.000011138303,0.0000054021357,0.0000074055724,0.00040706448,0.0010393824,0.00000759886,0.19401373,0.24695271,0.00016388764],"about_ca_topic_score_codex":0.0011198438,"about_ca_topic_score_gemma":0.00018088415,"teacher_disagreement_score":0.32653785,"about_ca_system_score_codex":0.00034959338,"about_ca_system_score_gemma":0.00020483424,"threshold_uncertainty_score":0.8129754},"labels":[],"label_agreement":null},{"id":"W4308968143","doi":"10.5430/jct.v11n8p329","title":"Vocational Education in the Context of Modern Problems and Challenges","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vocational education; Lifelong learning; Context (archaeology); Legislation; Professional development; Sustainable development; Certification; Diversity (politics); Quality (philosophy); Political science; Pedagogy; Medical education; Public relations; Engineering ethics; Sociology; Engineering; Medicine; Law; Geography","score_opus":0.030789948918569815,"score_gpt":0.2381198848064176,"score_spread":0.2073299358878478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308968143","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":[0.9598673,0.029505745,0.000057485206,0.0042243353,0.00024698573,0.00006173404,0.000003455067,9.018153e-7,0.0060320604],"genre_scores_gemma":[0.99839205,0.0012496802,0.00013300091,0.000095874166,0.00008365012,0.000005996263,0.0000015465387,0.0000029748467,0.00003524026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99947816,0.000053533226,0.00030964412,0.0000639515,0.000041354706,0.000053356787],"domain_scores_gemma":[0.99950224,0.00004327061,0.00036690445,0.000047306617,0.000023029888,0.000017264516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015644929,0.000039009024,0.00011978274,0.0001339511,0.00008734558,0.000019577234,0.00008073825,0.000013286449,0.000017737919],"category_scores_gemma":[0.00006440051,0.000031800635,0.00002260985,0.00003645585,0.000014217712,0.00016276247,0.000019036393,0.0001917276,1.9516017e-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":[0.000009312328,0.00057643163,0.29518795,0.000084394844,0.000022341384,4.2589994e-7,0.037225842,0.000038250222,0.000013293318,0.38953075,0.00052760204,0.2767834],"study_design_scores_gemma":[0.0006487623,0.00021273116,0.7640797,0.000060561226,0.000012893773,0.00014515608,0.036934543,0.0012132485,0.0000020199725,0.14335942,0.05318861,0.00014233046],"about_ca_topic_score_codex":0.000075805176,"about_ca_topic_score_gemma":0.000014183105,"teacher_disagreement_score":0.46889177,"about_ca_system_score_codex":0.000028201457,"about_ca_system_score_gemma":0.00004030926,"threshold_uncertainty_score":0.12967922},"labels":[],"label_agreement":null},{"id":"W4312117470","doi":"10.5430/jct.v11n9p40","title":"Implementation of Quality Control of the Educational Process in Higher Education Institutions Based on Models","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Quality (philosophy); Higher education; Control (management); Relevance (law); Ukrainian; Field (mathematics); Order (exchange); Computer science; Management science; Adaptability; Knowledge management; Engineering ethics; Process management; Political science; Business; Engineering; Artificial intelligence; Management; Epistemology; Mathematics","score_opus":0.048432488415915007,"score_gpt":0.3300319608578989,"score_spread":0.28159947244198386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312117470","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":[0.9911016,0.00023978228,0.00034335986,0.004023717,0.00077237905,0.000104437146,0.000029469022,8.208907e-7,0.00338439],"genre_scores_gemma":[0.99956435,0.0000045962374,0.00010451006,0.00018934725,0.00007349523,0.000014025669,0.0000042354764,0.0000030477818,0.00004240623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914515,0.00008508002,0.0005668229,0.00006936233,0.00007547238,0.00005813289],"domain_scores_gemma":[0.9989141,0.000052811312,0.0008780224,0.000072342846,0.00006219627,0.000020527275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011453669,0.00004577909,0.00015283548,0.00019115109,0.00010855589,0.000010031062,0.000103611914,0.000015131983,0.0002046387],"category_scores_gemma":[0.00006297225,0.00003903127,0.000053972675,0.00012787819,0.000018796303,0.00020944243,0.0000104332075,0.00018018519,1.2675999e-7],"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":[0.000012874789,0.0004878588,0.58088875,0.000030544215,0.000009086641,1.9292392e-8,0.0009818277,0.009368613,0.000011378976,0.4073793,0.000121119076,0.0007086104],"study_design_scores_gemma":[0.0009071881,0.000078068195,0.9297222,0.000044909928,0.000012553185,0.0000023903115,0.0027050776,0.0023559583,0.000017145787,0.06311257,0.00096665754,0.000075265285],"about_ca_topic_score_codex":0.00030690487,"about_ca_topic_score_gemma":0.00001332206,"teacher_disagreement_score":0.34883344,"about_ca_system_score_codex":0.000110934714,"about_ca_system_score_gemma":0.0003269628,"threshold_uncertainty_score":0.22406502},"labels":[],"label_agreement":null},{"id":"W4312591515","doi":"10.55365/1923.x2022.20.26","title":"Optimization Model of Structural Allocation of Financial Resources in the Pension System of Ukraine","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pension; Pension system; Investment (military); Distribution (mathematics); Economics; Payment; Finance; Business","score_opus":0.021147527811314352,"score_gpt":0.20693284976547405,"score_spread":0.1857853219541597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312591515","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":[0.95410174,0.043961942,0.00022256501,0.00026285867,0.0001002772,0.0002835081,0.00017471504,0.0000011443781,0.00089124864],"genre_scores_gemma":[0.9283878,0.07040405,0.0010859253,0.000047686466,0.0000116787805,0.000019011013,0.000022695509,0.0000052620067,0.000015885204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988453,0.000028927607,0.00088798854,0.00014562515,0.000021351147,0.0000708234],"domain_scores_gemma":[0.9985412,0.000035073816,0.0011570178,0.00021525947,0.000044860375,0.0000065952213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010226215,0.00006914383,0.0004449563,0.00009346975,0.000034874487,0.000002801629,0.00016675243,0.000026681464,0.000015537194],"category_scores_gemma":[0.00006585803,0.0000670465,0.00006270242,0.00018330564,0.00004510902,0.000083249404,0.000044655655,0.000054009648,1.4941037e-7],"study_design_candidate":"simulation_or_modeling","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":[0.000056012017,0.00007880314,0.007927555,0.005435065,0.000011327052,8.1434344e-8,0.0016478691,0.35959598,0.000015359215,0.62203026,0.00012449983,0.0030771839],"study_design_scores_gemma":[0.00064209464,0.0001873483,0.03523034,0.001291346,0.000026133725,0.000004367899,0.0003101985,0.9530101,0.0000734441,0.00551306,0.0034895649,0.00022199094],"about_ca_topic_score_codex":0.00010010163,"about_ca_topic_score_gemma":0.00000820163,"teacher_disagreement_score":0.6165172,"about_ca_system_score_codex":0.00003882526,"about_ca_system_score_gemma":0.000042146192,"threshold_uncertainty_score":0.2734077},"labels":[],"label_agreement":null},{"id":"W4353083184","doi":"10.5430/jct.v12n2p30","title":"Higher Education as a Pedagogical System","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Labor Market and Education","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Higher education; Coherence (philosophical gambling strategy); Abstraction; Globalization; Mathematics education; Process (computing); Sociology; Pedagogy; Political science; Computer science; Psychology; Epistemology; Mathematics","score_opus":0.04964247824564761,"score_gpt":0.3018286280698579,"score_spread":0.2521861498242103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353083184","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":[0.93407583,0.0010542967,0.00005177588,0.0014742423,0.0021797752,0.000036673642,0.0000015642161,0.000021984135,0.061103866],"genre_scores_gemma":[0.9942976,0.0000762773,0.00020166207,0.0000826738,0.00082775264,0.0000024018368,0.0000022909237,0.0000077842205,0.004501544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993359,0.000025383444,0.0003854607,0.00009668064,0.000040199866,0.0001163701],"domain_scores_gemma":[0.99943334,0.00002631784,0.00035238636,0.00006718466,0.000036996327,0.00008378652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009447575,0.00006456821,0.00018436485,0.00022208368,0.000105348154,0.00008258006,0.000080839614,0.0000472017,0.000119242264],"category_scores_gemma":[0.00008980797,0.00005591018,0.00006309368,0.000105346924,0.000009852532,0.0002567895,0.00001870243,0.00019560753,0.00012728688],"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":[0.0000052666346,0.00010128606,0.20129101,0.00005694705,0.000025287116,0.0000051518628,0.0011428286,0.0000050308518,0.0000106786865,0.78080815,0.0114058675,0.0051425113],"study_design_scores_gemma":[0.00059739174,0.00017317229,0.50556266,0.0002380356,0.000031749205,0.000249301,0.0080992365,0.0004618467,0.0000050911567,0.037017014,0.4472618,0.00030265562],"about_ca_topic_score_codex":0.0000682381,"about_ca_topic_score_gemma":5.2288283e-7,"teacher_disagreement_score":0.7437911,"about_ca_system_score_codex":0.000061896804,"about_ca_system_score_gemma":0.000038065948,"threshold_uncertainty_score":0.2279951},"labels":[],"label_agreement":null},{"id":"W4365817521","doi":"10.5281/zenodo.7832312","title":"Methodological aspects of the assessment of the need for palliative and hospice care in Ukraine","year":2023,"lang":"en","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":"Hospice care; Palliative care; Nursing; Medicine","score_opus":0.14302795399174054,"score_gpt":0.32694477378194303,"score_spread":0.1839168197902025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365817521","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":[0.06759009,0.0022612114,0.0020395846,0.005676739,0.0024971336,0.0034144307,0.004879883,0.00009252414,0.9115484],"genre_scores_gemma":[0.97965693,0.0014687915,0.00067282864,0.00011391746,0.00021408666,8.9320173e-7,0.001142374,0.0008175361,0.015912615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987329,0.0002753429,0.0004163837,0.00031201766,0.00008008795,0.0001832677],"domain_scores_gemma":[0.9986893,0.00014020067,0.00048575416,0.00036526064,0.00028589956,0.000033581327],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012169912,0.0001173943,0.00032141703,0.0001680765,0.0003777061,0.000096872056,0.00071561104,0.00011643116,0.0026942336],"category_scores_gemma":[0.0015238929,0.000089994675,0.00008635503,0.0006534201,0.00014604382,0.0000525262,0.00068741344,0.0002557291,0.00026605732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017296275,0.0003634693,0.0023344012,0.0022288861,0.00033714107,8.428054e-7,0.015368556,0.0005505255,0.0003943404,0.20679645,0.7548351,0.01661727],"study_design_scores_gemma":[0.0005224456,0.00017059331,0.11910757,0.00010980425,0.000013975976,9.1573446e-7,0.0010415999,0.00021864234,0.00011168355,0.0022789158,0.8762731,0.00015077906],"about_ca_topic_score_codex":0.000059088125,"about_ca_topic_score_gemma":0.000004826794,"teacher_disagreement_score":0.9120669,"about_ca_system_score_codex":0.00017963232,"about_ca_system_score_gemma":0.000014225455,"threshold_uncertainty_score":0.99821746},"labels":[],"label_agreement":null},{"id":"W4365817749","doi":"10.5281/zenodo.7832339","title":"Methodological aspects of the assessment of the need for palliative and hospice care in Ukraine","year":2023,"lang":"en","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":"Palliative care; Hospice care; Nursing; Medicine","score_opus":0.14302795399174054,"score_gpt":0.32694477378194303,"score_spread":0.1839168197902025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365817749","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":[0.06759009,0.0022612114,0.0020395846,0.005676739,0.0024971336,0.0034144307,0.004879883,0.00009252414,0.9115484],"genre_scores_gemma":[0.97965693,0.0014687915,0.00067282864,0.00011391746,0.00021408666,8.9320173e-7,0.001142374,0.0008175361,0.015912615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987329,0.0002753429,0.0004163837,0.00031201766,0.00008008795,0.0001832677],"domain_scores_gemma":[0.9986893,0.00014020067,0.00048575416,0.00036526064,0.00028589956,0.000033581327],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012169912,0.0001173943,0.00032141703,0.0001680765,0.0003777061,0.000096872056,0.00071561104,0.00011643116,0.0026942336],"category_scores_gemma":[0.0015238929,0.000089994675,0.00008635503,0.0006534201,0.00014604382,0.0000525262,0.00068741344,0.0002557291,0.00026605732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017296275,0.0003634693,0.0023344012,0.0022288861,0.00033714107,8.428054e-7,0.015368556,0.0005505255,0.0003943404,0.20679645,0.7548351,0.01661727],"study_design_scores_gemma":[0.0005224456,0.00017059331,0.11910757,0.00010980425,0.000013975976,9.1573446e-7,0.0010415999,0.00021864234,0.00011168355,0.0022789158,0.8762731,0.00015077906],"about_ca_topic_score_codex":0.000059088125,"about_ca_topic_score_gemma":0.000004826794,"teacher_disagreement_score":0.9120669,"about_ca_system_score_codex":0.00017963232,"about_ca_system_score_gemma":0.000014225455,"threshold_uncertainty_score":0.99821746},"labels":[],"label_agreement":null},{"id":"W4381614368","doi":"10.36962/pahtei30072023-95","title":"MONETARY POLICY OF WORLD BANKS DURING THE PANDEMIC","year":2023,"lang":"en","type":"article","venue":"PAHTEI-Procedings of Azerbaijan High Technical Educational Institutions","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":"Monetary policy; Economics; Interest rate; Monetary economics; Unemployment; Production (economics); Inflation (cosmology); Population; Expansionism; Money supply; Economic policy; Business; Macroeconomics","score_opus":0.03965902389667224,"score_gpt":0.28457131690885296,"score_spread":0.2449122930121807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381614368","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":[0.95052594,0.00042115484,0.000109607376,0.022509517,0.00076906517,0.00034233968,0.0003288133,0.0001458726,0.024847664],"genre_scores_gemma":[0.9955175,0.00035357394,0.0008017652,0.00015156477,0.0004501654,0.00012885912,0.00012378799,0.000017977452,0.0024548317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99840134,0.000009770755,0.00084260025,0.0003303492,0.00011405122,0.0003018703],"domain_scores_gemma":[0.9987582,0.00018519966,0.00044003432,0.00036958657,0.00015351217,0.000093493945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054490106,0.00015748321,0.00031395032,0.00080784166,0.00027190056,0.00002654957,0.0004993802,0.00010928811,0.000391455],"category_scores_gemma":[0.0010445107,0.00014795916,0.00014394824,0.002658741,0.0004232651,0.00028633344,0.00011968315,0.00025571702,0.00015256672],"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":[0.0000175776,0.00016807434,0.116044,0.000096366595,0.000035938097,1.2299896e-7,0.00023486782,0.00022598528,0.0013190586,0.8741509,0.0075960136,0.00011109562],"study_design_scores_gemma":[0.0002022482,0.000020525691,0.89177686,0.000052358453,0.00001400964,0.0000057707284,0.00007486735,0.00004506034,0.00039598567,0.097408965,0.009829446,0.00017393174],"about_ca_topic_score_codex":0.00059924455,"about_ca_topic_score_gemma":0.000085099644,"teacher_disagreement_score":0.7767419,"about_ca_system_score_codex":0.00021920598,"about_ca_system_score_gemma":0.00045444656,"threshold_uncertainty_score":0.60335994},"labels":[],"label_agreement":null},{"id":"W4382536420","doi":"10.36550/2415-7988-2022-1-207-350-354","title":"FORMATION OF THE CONTENT OF ADULT EDUCATION IN THE UK IN THE SECOND HALF OF THE 20TH - THE FIRST QUARTER OF THE 21ST CENTURY","year":2023,"lang":"en","type":"article","venue":"Academic Notes Series Pedagogical Science","topic":"Labor Market and Education","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":"Adult education; Personality; Higher education; Lifelong learning; Informal education; Sociology; Quarter (Canadian coin); Globalization; Norm (philosophy); Value (mathematics); Pedagogy; Psychology; Public relations; Political science; Social psychology; Law; Computer science","score_opus":0.0772129266707915,"score_gpt":0.2907719798644145,"score_spread":0.213559053193623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382536420","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":[0.96438885,0.00028043517,0.0000024005499,0.03141424,0.0005086957,0.00050069013,0.00003741895,0.000002397317,0.0028648905],"genre_scores_gemma":[0.99842715,0.00043739978,0.0000049490895,0.00088949164,0.000046906727,0.000039280934,0.000001978213,0.0000031892737,0.000149626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985785,0.000109371395,0.00070015446,0.00017587337,0.00021925777,0.0002168757],"domain_scores_gemma":[0.9981966,0.00046127994,0.00069849764,0.0005299622,0.000099273246,0.000014410865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002347567,0.00009568079,0.00017439776,0.00007037444,0.00022251991,0.000025511508,0.0018016086,0.00008685793,0.000067509674],"category_scores_gemma":[0.0010763145,0.000036726644,0.000097594675,0.0017169659,0.0009396626,0.00034707112,0.0001698699,0.00034896264,0.0000036505705],"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":[0.000035292716,0.00011987775,0.6286232,0.00010512339,0.0000056875438,2.3077897e-8,0.08420575,0.00008514437,0.0016028923,0.2826108,0.0008436981,0.0017625467],"study_design_scores_gemma":[0.00011249589,0.000028634879,0.9456674,0.00006493502,0.0000046840178,0.0000020280581,0.035291016,0.00015090972,0.0023904482,0.011500456,0.004727382,0.000059616956],"about_ca_topic_score_codex":0.00077835785,"about_ca_topic_score_gemma":0.0011800195,"teacher_disagreement_score":0.31704423,"about_ca_system_score_codex":0.00006120754,"about_ca_system_score_gemma":0.0001759045,"threshold_uncertainty_score":0.3462226},"labels":[],"label_agreement":null},{"id":"W4385700645","doi":"10.55908/sdgs.v11i3.810","title":"Application of Innovative Methods of Managing the Labor Potential in the Hotel and Restaurant Business Establishments","year":2023,"lang":"en","type":"article","venue":"Journal of Law and Sustainable Development","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Workforce; Hospitality; Business; Hospitality industry; Order (exchange); Marketing; Context (archaeology); Productivity; Work (physics); Payment; Economics; Economic growth; Finance; Tourism; Engineering","score_opus":0.016286990428712973,"score_gpt":0.2683598707141618,"score_spread":0.25207288028544883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385700645","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":[0.98957604,0.0006851003,0.0053327777,0.0026296866,0.00010278164,0.00018522442,0.0000025447039,0.0000017633187,0.001484062],"genre_scores_gemma":[0.996818,0.00043959476,0.0024313214,0.000111334855,0.000020224246,0.000009429184,0.0000025993543,0.0000045354805,0.0001629257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99912536,0.000047876096,0.0005486438,0.000081398735,0.000056494955,0.00014020785],"domain_scores_gemma":[0.99901134,0.000084249514,0.0004745914,0.000082938335,0.00033172718,0.000015148035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003763416,0.000058457856,0.00018889207,0.0002367382,0.000089964364,0.000040315426,0.00012594336,0.00002753479,0.0000032141759],"category_scores_gemma":[0.00010808063,0.000039156133,0.000012554676,0.0009963457,0.000057339945,0.00019600282,0.00005469657,0.0000819165,2.1805333e-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":[0.00024387376,0.00022716567,0.17475958,0.0008829712,0.00017199878,0.00003258722,0.042923186,0.00038533093,0.00023770085,0.73974293,0.0006394715,0.039753202],"study_design_scores_gemma":[0.00041713103,0.000023876193,0.92642486,0.000028074479,0.0000053610424,0.0000066477896,0.018855069,0.00018288633,0.00022953791,0.034860153,0.018896218,0.00007015854],"about_ca_topic_score_codex":0.00021001913,"about_ca_topic_score_gemma":0.000009517115,"teacher_disagreement_score":0.7516653,"about_ca_system_score_codex":0.000046996018,"about_ca_system_score_gemma":0.000086496155,"threshold_uncertainty_score":0.15967408},"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":"W4388001060","doi":"10.5430/jct.v12n5p123","title":"With Regard to the Means and Priorities for the Development of the Professional Education System (The Experience of the EU Countries for Ukraine)","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ukrainian; Vocational education; Realisation; Professional development; Competence (human resources); Political science; Process (computing); European union; Pedagogy; Public relations; Business; Sociology; Economics; Management; Economic policy","score_opus":0.01732172425558843,"score_gpt":0.2562104808291816,"score_spread":0.23888875657359315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388001060","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":[0.9873792,0.0007115815,0.000843983,0.009425677,0.0009911498,0.00045848644,0.000009820544,0.0000020448228,0.0001780819],"genre_scores_gemma":[0.99872583,0.000035469846,0.00047507585,0.00010330413,0.00017073497,0.000063423475,3.2657607e-7,0.0000051531224,0.0004207047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993828,0.00003327851,0.0003575435,0.000067268644,0.00007182701,0.00008729633],"domain_scores_gemma":[0.99898404,0.00025919813,0.0005130325,0.00011575771,0.00011126676,0.000016686474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017465259,0.00005905438,0.00012889355,0.00003648805,0.0006165676,0.00004866834,0.00021953408,0.000018939278,0.0000013494994],"category_scores_gemma":[0.00024154264,0.000021312888,0.000045567027,0.00009552469,0.00006242423,0.0000970934,0.000042061885,0.00009813616,1.3702021e-7],"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":[0.00012767396,0.00009927508,0.41029468,0.00063094334,0.0001957622,4.960169e-8,0.27499658,0.00015418789,0.00005034007,0.291079,0.0096694585,0.012702002],"study_design_scores_gemma":[0.0005367282,0.00009714235,0.552137,0.00089409587,0.00006422398,0.000023834225,0.16806096,0.0013602306,0.00024892556,0.0014916327,0.2749347,0.00015049326],"about_ca_topic_score_codex":0.000030723393,"about_ca_topic_score_gemma":0.00005025922,"teacher_disagreement_score":0.2895874,"about_ca_system_score_codex":0.00003535394,"about_ca_system_score_gemma":0.00016277038,"threshold_uncertainty_score":0.4742202},"labels":[],"label_agreement":null},{"id":"W4390167888","doi":"10.32703/10.32703/2415-7422-2023-13-2-263-279","title":"The long way home: Migration trends of Ukrainian researchers in the modern world (1991‒2023)","year":2023,"lang":"en","type":"article","venue":"History of science and technology","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":3,"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; Politics; Annexation; Context (archaeology); Political science; Period (music); Sociocultural evolution; Geography; Economic growth; Development economics; Law","score_opus":0.07390264244835734,"score_gpt":0.26684084880718,"score_spread":0.19293820635882267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390167888","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":[0.9683361,0.0022410983,0.000002839431,0.011806056,0.00033054707,0.0000582884,0.0000034790407,0.000015169207,0.017206404],"genre_scores_gemma":[0.9923548,0.0004112724,0.000021618198,0.000024299958,0.00000876463,0.000016016695,0.000001486846,0.0000025542279,0.0071591986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993714,0.000010329154,0.00020758578,0.00016590933,0.00006839493,0.00017639309],"domain_scores_gemma":[0.9995215,0.000058113674,0.00011905449,0.00023676823,0.000049589562,0.000014992383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024204012,0.000039619707,0.00009795441,0.0014098005,0.00011271435,0.000009862118,0.0003961054,0.000042199747,0.000018703007],"category_scores_gemma":[0.00023390104,0.000029679652,0.000014147681,0.003046087,0.0019135813,0.0001247948,0.00004262444,0.0001050123,0.000008391781],"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":[0.00003952293,0.00014401502,0.34064713,0.00005786772,0.000015490623,0.0000037359835,0.044371657,0.000016780157,0.002023353,0.27335146,0.032279447,0.30704954],"study_design_scores_gemma":[0.00025087787,0.00010228813,0.60689056,0.000015700345,0.0000024264104,0.0000017318195,0.002791821,0.003595016,0.000111655245,0.056374244,0.3297341,0.00012957075],"about_ca_topic_score_codex":0.00020244428,"about_ca_topic_score_gemma":0.0018358239,"teacher_disagreement_score":0.30691996,"about_ca_system_score_codex":0.00017005535,"about_ca_system_score_gemma":0.00007748686,"threshold_uncertainty_score":0.705067},"labels":[],"label_agreement":null},{"id":"W4390272258","doi":"10.51706/2707-3076-2023-9-17","title":"CURRENT ISSUES OF THE PURCHASE OF SOCIAL SERVICES IN INTERNATIONAL PRACTICE","year":2023,"lang":"en","type":"article","venue":"Scientific journal of Khortytsia National Academy","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations Children's Fund Canada","funders":"","keywords":"Subsidiarity; Procurement; Business; Social Welfare; Public relations; European union; Economic growth; Political science; Public administration; Economics; Economic policy; Marketing; Law","score_opus":0.04557979564012628,"score_gpt":0.33792891608502845,"score_spread":0.2923491204449022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390272258","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":[0.9696445,0.001361979,0.0000124728,0.02038664,0.0036004037,0.00010429413,0.00015614362,0.000004290038,0.0047293147],"genre_scores_gemma":[0.9987098,0.00015567402,0.00012245533,0.000051158615,0.00030540203,0.0000023254072,0.000012957656,0.0000051317375,0.00063511747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99848634,0.00003685825,0.0008751018,0.00013546036,0.0003506299,0.000115595656],"domain_scores_gemma":[0.99808574,0.00008797656,0.0013095441,0.000045145323,0.00044353423,0.000028047758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003915161,0.000060802577,0.00017651751,0.0006763127,0.00007409133,0.00004591794,0.00051565544,0.000055386514,0.00016586651],"category_scores_gemma":[0.00052225986,0.00005181546,0.00011072986,0.0011586696,0.00011466881,0.0005912447,0.000073321804,0.0002303715,0.00002702188],"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":[0.00022702296,0.0011728756,0.26739505,0.00028953468,0.00027084196,0.0000029347684,0.02195763,0.0012272024,0.0019678927,0.65418154,0.045613658,0.0056938245],"study_design_scores_gemma":[0.00051273,0.000013948888,0.55695194,0.000085898086,0.000010371614,0.00001100048,0.0012304417,0.00089871115,0.0005724047,0.07723888,0.36237597,0.00009771068],"about_ca_topic_score_codex":0.000009720008,"about_ca_topic_score_gemma":0.00000208653,"teacher_disagreement_score":0.5769427,"about_ca_system_score_codex":0.00009941863,"about_ca_system_score_gemma":0.000115993615,"threshold_uncertainty_score":0.2112973},"labels":[],"label_agreement":null},{"id":"W4391830473","doi":"10.61905/wwr/170658","title":"The essence of family upbringing of Ukrainians in Canada","year":2016,"lang":"pl","type":"article","venue":"Family Upbringing","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":"Psychology; Geography","score_opus":0.02187625109683765,"score_gpt":0.1969267173267707,"score_spread":0.17505046622993303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391830473","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":[0.9759829,0.005038402,0.001048853,0.00083858386,0.0025008095,0.00020385568,0.00013752023,0.000010129606,0.014238959],"genre_scores_gemma":[0.99642444,0.0021719197,0.00013255366,0.000094660965,0.0001191917,0.000012056019,0.0000023265752,0.000035038483,0.0010078088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997248,0.00004583688,0.0013895091,0.00045880882,0.00013382355,0.00072402216],"domain_scores_gemma":[0.9976694,0.0006516399,0.0008747649,0.0006078123,0.00009755383,0.00009882075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013369982,0.00025042339,0.0006006416,0.0003128045,0.00015583012,0.000041584724,0.0005909909,0.00008879068,0.000032094402],"category_scores_gemma":[0.00041651467,0.00021750406,0.00011764332,0.00069972017,0.00012857589,0.00024982714,0.00014251044,0.00018536448,0.000019856136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039157425,0.000049429713,0.9629628,0.00020425834,0.00007740401,0.0000064092674,0.0018626092,0.00040963522,0.00252904,0.018242659,0.0008586682,0.012757937],"study_design_scores_gemma":[0.0006051683,0.000029302502,0.97880095,0.0008548897,0.000012641781,0.0000014489576,0.003089553,0.001762995,0.0006733213,0.0013330659,0.012445583,0.00039108898],"about_ca_topic_score_codex":0.5487926,"about_ca_topic_score_gemma":0.2584014,"teacher_disagreement_score":0.29039118,"about_ca_system_score_codex":0.0008696266,"about_ca_system_score_gemma":0.0010452092,"threshold_uncertainty_score":0.8869558},"labels":[],"label_agreement":null},{"id":"W4391893007","doi":"10.18524/2303-9914.2023.2(43).292735","title":"CHANGES IN MIGRATION PREFERENCES OF UKRAINIANS DURING THE RUSSO-UKRAINIAN WAR","year":2023,"lang":"en","type":"article","venue":"Odesa National University Herald Geography and Geology","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; Political science; Linguistics; Philosophy","score_opus":0.017181985820136834,"score_gpt":0.1931261133280741,"score_spread":0.17594412750793728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391893007","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":[0.98665434,0.00018035645,0.000002547402,0.008470406,0.00012448386,0.0000842914,0.000058665963,0.000015399073,0.004409482],"genre_scores_gemma":[0.99788105,0.0012137763,0.000034493867,0.00007657806,0.000031596413,0.0000020821294,0.000041291158,0.0000023539394,0.00071675715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951845,0.00003074314,0.00012130812,0.00016748992,0.000032382322,0.00012964987],"domain_scores_gemma":[0.9996828,0.00008281354,0.00010049592,0.00006791291,0.000044971377,0.000021011798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035607794,0.000058042922,0.00011449919,0.00054175936,0.000117469106,0.0000059800864,0.00010457823,0.000068791596,0.00013996544],"category_scores_gemma":[0.000036720652,0.000058935828,0.00003386416,0.0006552371,0.00009911365,0.000108151944,0.000030012538,0.00006951905,0.000010467454],"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":[0.000035124245,0.000030229032,0.96225953,0.000021236343,0.00003037608,0.000001496751,0.0044660787,0.00010769622,0.000015869213,0.032616116,0.0001498897,0.00026636865],"study_design_scores_gemma":[0.00028200884,0.000025609626,0.96036875,0.0000041996013,0.000001996151,0.0000010217885,0.00058953697,0.0003424907,0.000008505184,0.010830909,0.02747764,0.000067315945],"about_ca_topic_score_codex":0.0007371741,"about_ca_topic_score_gemma":0.0064266343,"teacher_disagreement_score":0.027327752,"about_ca_system_score_codex":0.000020021633,"about_ca_system_score_gemma":0.000017000188,"threshold_uncertainty_score":0.3586213},"labels":[],"label_agreement":null},{"id":"W4394848045","doi":"10.17721/2518-1270.2024.73.13","title":"Features of the Periodization and Classification of Ukrainian Emigration (Last Quarter of the XIX Century – 2023)","year":2024,"lang":"en","type":"article","venue":"Ethnic History of European Nations","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":"Emigration; Ukrainian; Independence (probability theory); Periodization; Quarter (Canadian coin); Political science; History; Ancient history; Law; Mathematics","score_opus":0.03163179910628219,"score_gpt":0.22524932179421842,"score_spread":0.19361752268793622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394848045","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":[0.63023055,0.024221053,0.00026782296,0.002511831,0.004290902,0.0004912187,0.00027189506,0.000023847364,0.33769086],"genre_scores_gemma":[0.9942568,0.00028948623,0.000054512595,0.00001692662,0.00004879798,0.000003295377,0.000016811236,0.000010089978,0.00530331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99923956,0.00008746757,0.0004346191,0.00013141287,0.000055618424,0.00005129147],"domain_scores_gemma":[0.9991619,0.000063489526,0.0004203161,0.0002457259,0.00009494212,0.000013656595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049904385,0.000058413774,0.000113987204,0.00018526886,0.00004525846,0.000005645845,0.00014813464,0.000035005578,0.00012199406],"category_scores_gemma":[0.00024368192,0.000046899968,0.00007865934,0.00038616767,0.00018020846,0.00010834359,0.000022046395,0.00008672501,0.000005657552],"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":[0.000037844686,0.0004918717,0.046004023,0.0012655242,0.00020303509,1.9550075e-7,0.26845026,0.00014579941,0.028302161,0.5351759,0.09945017,0.020473165],"study_design_scores_gemma":[0.00008328055,0.000017640243,0.8930487,0.000069748785,0.000016634542,4.6720476e-7,0.00044558823,0.00020106099,0.000094566276,0.00019375955,0.1057778,0.00005076694],"about_ca_topic_score_codex":0.000027473323,"about_ca_topic_score_gemma":0.00016185411,"teacher_disagreement_score":0.84704465,"about_ca_system_score_codex":0.00011470026,"about_ca_system_score_gemma":0.00008688285,"threshold_uncertainty_score":0.19125251},"labels":[],"label_agreement":null},{"id":"W4398774442","doi":"10.1163/9789004686991_022","title":"Deterring Free and Deploying Interned Migrant Ukrainian Workers","year":2024,"lang":"en","type":"book-chapter","venue":"","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":"Ukrainian; Computer security; Political science; Computer science; Philosophy","score_opus":0.03246543903223038,"score_gpt":0.20589585559073545,"score_spread":0.17343041655850508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398774442","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071703442,0.0062237703,0.0000805117,0.0008752261,0.0016177646,0.00015484053,0.00006251507,0.00011248338,0.98370254],"genre_scores_gemma":[0.12608863,0.0005628767,0.0006872764,0.00023084626,0.0003840087,0.000013396697,0.000020728085,0.00011011724,0.8719021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880695,0.0000015204307,0.00046527415,0.0004973314,0.000026441343,0.00020246836],"domain_scores_gemma":[0.9993375,0.000035988072,0.00015887128,0.00036364445,0.000013466013,0.00009051592],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002479424,0.00024214499,0.00035749932,0.00034022244,0.000046476525,0.00019032654,0.00020115932,0.00021577565,0.0015701553],"category_scores_gemma":[0.00002948554,0.00026063243,0.00012161373,0.000031899654,0.00004481256,0.00010642906,0.0001545251,0.00025878375,0.0006039144],"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":[0.000035532394,0.000018091305,0.021344982,0.00044407335,0.00055991113,0.000030668765,0.007871517,0.0000014198542,0.000003287247,0.93511814,0.017918432,0.016653946],"study_design_scores_gemma":[0.00017386574,0.000023236973,0.0013071804,0.0002772182,0.000027871312,0.000006988977,0.00007455571,0.0002027894,0.0000029673045,0.16830908,0.8291402,0.0004540854],"about_ca_topic_score_codex":0.0002790307,"about_ca_topic_score_gemma":0.00052953005,"teacher_disagreement_score":0.8112217,"about_ca_system_score_codex":0.00010655922,"about_ca_system_score_gemma":0.00001635536,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null},{"id":"W4399202397","doi":"10.17721/2786-4561.2024.5.1.-12/12","title":"Educational migration processes in the context of a full-scale war (on the example of applicants from the cities of Kyiv and Kryvyi Rih)","year":2024,"lang":"en","type":"article","venue":"Constructive geography and rational use of natural resources","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":"Scale (ratio); Context (archaeology); Regional science; Economic geography; Sociology; Psychology; Political science; Geography; Cartography; Archaeology","score_opus":0.018692015011524062,"score_gpt":0.2097488941771941,"score_spread":0.19105687916567005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399202397","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":[0.9863754,0.010608205,0.000008597506,0.0019832132,0.00008276807,0.00019300099,0.0005106664,0.0000017316099,0.00023645286],"genre_scores_gemma":[0.99901277,0.0006787758,0.000114261115,0.0000654248,0.000051421546,0.000024958355,0.00003888779,0.000003045373,0.000010437791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936014,0.00004087546,0.00031597714,0.00014816188,0.00007543356,0.00005941938],"domain_scores_gemma":[0.9976914,0.0018531379,0.00023037444,0.00009487718,0.0001201635,0.000010072256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002713882,0.00007465252,0.0001561392,0.00013286411,0.00007209011,0.000029962504,0.000102078535,0.000037219746,0.00003208725],"category_scores_gemma":[0.0001737969,0.0000423724,0.000047527872,0.00033916044,0.0006542009,0.00014641092,0.000016348966,0.00009066986,1.9535614e-7],"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":[0.00017117876,0.000070127346,0.64989144,0.00014504351,0.00013567519,5.7752796e-8,0.022424188,0.0000071164613,0.0004882454,0.3236797,0.00039000856,0.0025972503],"study_design_scores_gemma":[0.00013916148,0.000045874247,0.94051117,0.000107461994,0.000015456371,0.0000020887373,0.007940403,0.0001336644,0.0004515651,0.04816623,0.0024241302,0.000062793486],"about_ca_topic_score_codex":0.0012229297,"about_ca_topic_score_gemma":0.00041784704,"teacher_disagreement_score":0.29061973,"about_ca_system_score_codex":0.000004705953,"about_ca_system_score_gemma":0.000043663935,"threshold_uncertainty_score":0.24104305},"labels":[],"label_agreement":null},{"id":"W4407183812","doi":"10.31891/2307-5740-2024-336-89","title":"ВПЛИВ СОЦІАЛЬНОГО ПІДПРИЄМНИЦТВА НА ЕКОНОМІЧНУ АКТИВНІСТЬ ВРАЗЛИВИХ ГРУП НАСЕЛЕННЯ","year":2024,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Economic sciences","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":"Environmental science","score_opus":0.04699408634924148,"score_gpt":0.23916952479945736,"score_spread":0.19217543845021587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407183812","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":[0.60098314,0.0016207095,0.00037428847,0.0072011366,0.002709567,0.00021588945,0.00041269118,0.00012604224,0.38635656],"genre_scores_gemma":[0.9882007,0.0003465968,0.0009632798,0.00022339282,0.00029122597,0.0000017682306,0.000029295346,0.000013319509,0.009930375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984587,0.000026203956,0.0004644905,0.0006373832,0.00009896051,0.00031429576],"domain_scores_gemma":[0.99919873,0.00019384004,0.00024674152,0.0001750951,0.00007681187,0.00010877146],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012279861,0.00017338466,0.00030979197,0.00081435987,0.0002824576,0.00016945819,0.00060454087,0.000110462446,0.0037968785],"category_scores_gemma":[0.00006489282,0.00021048983,0.00017812975,0.00064470776,0.00034338527,0.0013236717,0.00008962147,0.00013838512,0.0010469842],"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":[0.000018267145,0.00005920665,0.030450385,0.000034708675,0.000071156835,0.0000026628145,0.00057054806,0.00082963455,0.00002441768,0.94670117,0.020379426,0.00085839885],"study_design_scores_gemma":[0.00073937996,0.00016359813,0.057700932,0.00008335561,0.000023990278,0.000016850989,0.0013522776,0.03184731,0.00023652415,0.13096862,0.77605575,0.00081142876],"about_ca_topic_score_codex":0.0006235116,"about_ca_topic_score_gemma":0.00013803548,"teacher_disagreement_score":0.8157326,"about_ca_system_score_codex":0.0006445858,"about_ca_system_score_gemma":0.0005218987,"threshold_uncertainty_score":0.9997308},"labels":[],"label_agreement":null},{"id":"W4410260526","doi":"10.36887/2524-0455-2025-2-2","title":"Tools of public administration: an innovative approach","year":2025,"lang":"en","type":"article","venue":"Actual problems of innovative economy and law","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":"Administration (probate law); Public administration; Business; Political science; Computer science; Engineering management; Engineering","score_opus":0.059299263737068286,"score_gpt":0.26201843477063874,"score_spread":0.20271917103357046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410260526","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":[0.45437455,0.00027451344,0.0041766795,0.0011314299,0.0001406305,0.00035611738,0.00010932809,0.00001616882,0.5394206],"genre_scores_gemma":[0.997076,0.000021752314,0.001806653,0.00042056644,0.000039303493,0.000056650857,0.0001526929,0.000008527561,0.00041787326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985041,0.000025685711,0.000931991,0.0003375899,0.000020116762,0.00018049502],"domain_scores_gemma":[0.99848163,0.000084027786,0.0006360085,0.00025041253,0.00051127933,0.000036614685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091913866,0.00014830068,0.0004259136,0.00030586775,0.00008173203,0.00008135346,0.00018966143,0.00011050253,0.00018717302],"category_scores_gemma":[0.00014974187,0.00016159477,0.00002753725,0.0012307364,0.00032556913,0.001266556,0.00005686113,0.00013651975,0.0000037976872],"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":[0.00002083981,0.00024693136,0.029190466,0.00014358507,0.00010555903,5.1441226e-8,0.0010423315,0.0000017089542,0.00003815391,0.9658437,0.0002323232,0.0031343654],"study_design_scores_gemma":[0.00264977,0.0012880028,0.14710352,0.00014057882,0.000015046178,0.0000044806993,0.0046787392,0.00044560654,0.009402667,0.51950747,0.31376916,0.0009949702],"about_ca_topic_score_codex":0.000054306776,"about_ca_topic_score_gemma":0.000024111405,"teacher_disagreement_score":0.5427014,"about_ca_system_score_codex":0.0000372215,"about_ca_system_score_gemma":0.00014595504,"threshold_uncertainty_score":0.65896434},"labels":[],"label_agreement":null},{"id":"W4411421261","doi":"10.31499/2618-0715.1(14).2025.331698","title":"DIGITALIZATION OF SOCIAL SERVICES IN THE PROCESS OF REINTEGRATION OF VETERANS","year":2025,"lang":"en","type":"article","venue":"Social work and social education","topic":"Labor Market and Education","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":"Social work; Social Welfare; Government (linguistics); Process (computing); Public relations; Business; Service (business); Sociology; Political science; Computer security; Computer science; Marketing","score_opus":0.009909105325053862,"score_gpt":0.26339834049804034,"score_spread":0.2534892351729865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411421261","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":[0.9809177,0.00017712859,0.000080791964,0.0034196784,0.00028408776,0.00016088106,0.00001659725,0.000003558045,0.014939607],"genre_scores_gemma":[0.9994799,0.000018326367,0.000013766749,0.00008177739,0.00012071211,0.000022739336,0.00008531112,0.0000041439175,0.00017335625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993389,0.000035529796,0.0004095008,0.000103414866,0.0000400979,0.00007251279],"domain_scores_gemma":[0.9994432,0.000027011063,0.00036700186,0.000041536732,0.000116377014,0.0000048726247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034452399,0.000058879297,0.00019645465,0.00013013452,0.00014535172,0.00002207427,0.00009350897,0.00009628403,0.000015881575],"category_scores_gemma":[0.000026018997,0.00005955596,0.000050041643,0.0007634658,0.00007532694,0.00014986684,0.0000070216106,0.000053468986,4.146379e-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":[0.000054214794,0.0003175655,0.18126002,0.00051930523,0.000023864312,7.470498e-9,0.2267717,0.0000014177313,0.00001947996,0.5783209,0.00041326034,0.012298256],"study_design_scores_gemma":[0.00021965549,0.000015132274,0.8793217,0.000039091137,0.000016056181,2.2055527e-8,0.041870225,0.000012364317,0.000072514966,0.07682274,0.0015353453,0.00007516187],"about_ca_topic_score_codex":0.00015718973,"about_ca_topic_score_gemma":0.00007805325,"teacher_disagreement_score":0.69806165,"about_ca_system_score_codex":0.000036517893,"about_ca_system_score_gemma":0.00011006637,"threshold_uncertainty_score":0.24286216},"labels":[],"label_agreement":null},{"id":"W4413756253","doi":"10.34142/2709-7986.2025.30.2.01","title":"Modernization of education in post-war Ukraine: Digitalization and implementation of best global reform practices","year":2025,"lang":"en","type":"article","venue":"Educational Challenges","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":"Modernization theory; Political science; Economic growth; Economics","score_opus":0.02931910596680926,"score_gpt":0.32979122256861315,"score_spread":0.3004721166018039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413756253","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":[0.93487924,0.0139756175,0.00009092459,0.010639409,0.00051129836,0.0002398612,0.00007577481,0.0000058388746,0.039582014],"genre_scores_gemma":[0.99391115,0.0049547013,0.00046980538,0.000054367007,0.000066733985,0.000040869647,0.00026197833,0.0000057475286,0.00023465618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99913186,0.000017700702,0.0004997293,0.0002154035,0.000045669527,0.00008962947],"domain_scores_gemma":[0.9988737,0.000052753472,0.0006799975,0.00013602496,0.0002340647,0.000023470215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029324173,0.00008331008,0.00016060949,0.00027466865,0.000033019493,0.000014959863,0.00008308166,0.000061024206,0.00009387404],"category_scores_gemma":[0.00025468584,0.00009919942,0.000021906812,0.0003093819,0.000034055785,0.00053422304,0.000022617658,0.00003507878,0.0000043420346],"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":[0.000021290494,0.00052378397,0.34122896,0.00030120678,0.000032508528,1.2829783e-8,0.003576604,0.000017976261,0.000023797453,0.6255474,0.00017109072,0.028555358],"study_design_scores_gemma":[0.00024788888,0.00004504017,0.9145248,0.00005775016,0.000010142461,7.7646814e-7,0.016025638,0.000087153516,0.00008939065,0.067593426,0.0012229746,0.00009501233],"about_ca_topic_score_codex":0.0015975655,"about_ca_topic_score_gemma":0.0010585827,"teacher_disagreement_score":0.57329583,"about_ca_system_score_codex":0.0002444169,"about_ca_system_score_gemma":0.00049525057,"threshold_uncertainty_score":0.4045235},"labels":[],"label_agreement":null},{"id":"W4415699499","doi":"10.34132/pard2025.29.17","title":"ANALYSIS OF WORLD EXPERIENCE IN THE FIELD OF IMPROVING THE PROCESS OF INTERACTION OF CIVIL EMPLOYEES IN CYBERSPACE","year":2025,"lang":"uk","type":"article","venue":"Public Administration and Regional Development","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":"Civil servants; Process (computing); Cyberspace; Competence (human resources); Field (mathematics)","score_opus":0.03805621549314592,"score_gpt":0.3095239306161781,"score_spread":0.2714677151230322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415699499","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":[0.98590225,0.00044915488,0.00030790977,0.010256103,0.00013093586,0.00017918333,0.0000056854465,0.0000010446989,0.0027677089],"genre_scores_gemma":[0.9991908,0.00019556822,0.000096971904,0.000114039205,0.0000067371684,0.000034369736,0.000016092905,0.0000020232972,0.00034338055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987537,0.00004044726,0.0008540169,0.00017293212,0.00008385803,0.00009502915],"domain_scores_gemma":[0.998719,0.00031403688,0.0006882231,0.00014220618,0.00012110516,0.000015425345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007843079,0.00008147964,0.00028325387,0.0007751634,0.00003639931,0.000024346748,0.00017901025,0.00005268436,0.00006358023],"category_scores_gemma":[0.00025657934,0.00006344853,0.000052194853,0.001905388,0.000104962804,0.00016485059,0.000026749502,0.00008864852,1.0324272e-7],"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":[0.00010025196,0.00048188667,0.907396,0.00029411682,0.00017909602,1.592897e-7,0.030501574,0.00003535958,0.000018229352,0.057179824,0.00016935421,0.003644122],"study_design_scores_gemma":[0.00020708026,0.000049221166,0.97670794,0.00011731911,0.000028073035,2.8257176e-7,0.018010598,0.0008416009,0.0008721448,0.0005571681,0.0025288186,0.000079749596],"about_ca_topic_score_codex":0.00020003231,"about_ca_topic_score_gemma":0.008096499,"teacher_disagreement_score":0.06931192,"about_ca_system_score_codex":0.00004612126,"about_ca_system_score_gemma":0.00048684975,"threshold_uncertainty_score":0.45180368},"labels":[],"label_agreement":null},{"id":"W4416226342","doi":"10.24144/2788-6018.2025.05.2.45","title":"Problems and prospects of economic reintegration of war veterans: an administrative-legal approach","year":2025,"lang":"uk","type":"article","venue":"Analytical and Comparative Jurisprudence","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":"Context (archaeology); Strengths and weaknesses; Ukrainian; General partnership; Retraining; State (computer science); Social Partnership; Social protection; Economic stability","score_opus":0.07951078453443754,"score_gpt":0.31900153962823263,"score_spread":0.23949075509379508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416226342","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":[0.95684713,0.0045277355,0.0027609488,0.00037375672,0.00018309796,0.0004786287,0.00011517561,0.000008356719,0.03470515],"genre_scores_gemma":[0.99654716,0.0010998562,0.0007747362,0.000031920892,0.000050433155,0.000026631667,0.000026109628,0.0000063189173,0.0014368347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997992,0.00011488347,0.0009791898,0.0006273506,0.00005555127,0.00023102772],"domain_scores_gemma":[0.9988241,0.00018564652,0.00046486908,0.00028580337,0.00011876567,0.00012079072],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065008417,0.00025267538,0.0008744915,0.00023821411,0.00013269718,0.00008467625,0.00019540176,0.00014342496,0.00007435201],"category_scores_gemma":[0.000062731764,0.00025354206,0.00008378768,0.00031327704,0.0005703789,0.0005283986,0.000060276598,0.00028068954,0.0000061453884],"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":[0.0002210646,0.0005810684,0.09998379,0.0005318925,0.00021303094,5.4252087e-7,0.0060224854,0.000071604634,0.00009572777,0.8915024,0.0002049292,0.0005714593],"study_design_scores_gemma":[0.002791741,0.0033898645,0.5621784,0.0008710684,0.0003949778,0.000012217424,0.013224493,0.32247126,0.0040484546,0.08486128,0.004485115,0.0012711335],"about_ca_topic_score_codex":0.000347467,"about_ca_topic_score_gemma":0.00015094106,"teacher_disagreement_score":0.8066411,"about_ca_system_score_codex":0.000065305096,"about_ca_system_score_gemma":0.00019956274,"threshold_uncertainty_score":0.99999166},"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},{"id":"W4416729623","doi":"10.32782/business-navigator.83-47","title":"INCLUSIVE DIGITAL ECOSYSTEMS AS A PRIORITY FOR HUMAN CAPITAL DEVELOPMENT IN TODAY","year":2025,"lang":"","type":"article","venue":"Business Navigator","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":"Digital literacy; Digital ecosystem; Digital transformation; Human capital; Lifelong learning; Context (archaeology); Social capital; Digital inclusion; Conceptual framework","score_opus":0.011739214180012048,"score_gpt":0.25643186294315456,"score_spread":0.2446926487631425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416729623","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":[0.98123974,0.00235972,0.0005624601,0.001866419,0.0050734286,0.0016952406,0.00040526263,0.000034905897,0.0067628543],"genre_scores_gemma":[0.99226767,0.00007589797,0.00019942387,0.000164148,0.00040740776,0.00043848457,0.00039468968,0.000046141427,0.00600614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966169,0.000021122218,0.0016673241,0.00092060165,0.00008328731,0.00069077517],"domain_scores_gemma":[0.99822223,0.00012416614,0.0006051581,0.00047069008,0.00042362002,0.00015413205],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00080757245,0.0004312188,0.0008742441,0.0006149729,0.00046744628,0.00060776516,0.00047733175,0.00036834652,0.0002327504],"category_scores_gemma":[0.0006928746,0.0005532821,0.00014651509,0.001503146,0.000079098434,0.0008141843,0.00030009737,0.0002346646,0.0002491639],"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":[0.00028418028,0.0018628438,0.7764366,0.002737833,0.00030983714,0.000014905517,0.009504484,0.000026073774,0.000050317594,0.18755022,0.0025321702,0.018690538],"study_design_scores_gemma":[0.003920665,0.00007343054,0.50828767,0.0011461888,0.000032237363,0.000004521951,0.0013885802,0.0002345654,0.00037044377,0.048190087,0.4350909,0.0012607026],"about_ca_topic_score_codex":0.0007854191,"about_ca_topic_score_gemma":0.0006614387,"teacher_disagreement_score":0.43255872,"about_ca_system_score_codex":0.0015352658,"about_ca_system_score_gemma":0.0014844396,"threshold_uncertainty_score":0.99969184},"labels":[],"label_agreement":null},{"id":"W4416886738","doi":"10.34079/2518-1394-2025-15-29-5-25","title":"COUNTRIES OF PERMANENT IMMIGRATION AS A MODERN MIGRATION PHENOMENON","year":2025,"lang":"","type":"article","venue":"Vìsnik Marìupolʹsʹkogo deržavnogo unìversitetu Serìâ Ekonomìka","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":"Immigration; Phenomenon; Human migration; Government (linguistics); Immigration policy; Globalization; Competition (biology); Human resources; State (computer science)","score_opus":0.00845876230441853,"score_gpt":0.21052017196345654,"score_spread":0.20206140965903802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416886738","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":[0.8669253,0.016617,0.00455821,0.010216613,0.00553414,0.0017837074,0.00079433445,0.0001429603,0.093427725],"genre_scores_gemma":[0.9661641,0.00817197,0.000421112,0.0012032263,0.00040296564,0.0000882787,0.00062559766,0.00009645798,0.022826264],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99362975,0.00018463815,0.0027858212,0.0017168283,0.00031073028,0.001372208],"domain_scores_gemma":[0.9952272,0.0003012332,0.0019496446,0.0015336343,0.0006161366,0.0003721087],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001444448,0.0010030277,0.0016351024,0.002165207,0.0007354188,0.00049724587,0.0010208844,0.0008027071,0.002331274],"category_scores_gemma":[0.00022179654,0.0013333368,0.0006561171,0.0019844233,0.0004412443,0.001728233,0.000385189,0.0005816435,0.0010429564],"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":[0.0023751196,0.0023936303,0.57222253,0.0028738885,0.0022838581,0.000018719562,0.030296471,0.0014888244,0.00062178326,0.33405894,0.03861205,0.012754171],"study_design_scores_gemma":[0.008589492,0.0014415405,0.17250851,0.0012219964,0.00136584,0.00002493638,0.017178234,0.0440385,0.004741262,0.088757515,0.65570235,0.0044298205],"about_ca_topic_score_codex":0.0022448094,"about_ca_topic_score_gemma":0.0012164515,"teacher_disagreement_score":0.6170903,"about_ca_system_score_codex":0.0017228731,"about_ca_system_score_gemma":0.001084119,"threshold_uncertainty_score":0.9997348},"labels":[],"label_agreement":null},{"id":"W4416929605","doi":"10.34079/2518-1394-2025-15-29-26-35","title":"TRANSNATIONAL MIGRATION AS A PHENOMENON OF THE GLOBAL LABOR MARKET","year":2025,"lang":"","type":"article","venue":"Vìsnik Marìupolʹsʹkogo deržavnogo unìversitetu Serìâ Ekonomìka","topic":"Labor Market and Education","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":"Globalization; Phenomenon; Division of labour; Redistribution (election); Human resources; Resource (disambiguation); Labor relations","score_opus":0.007289440814710877,"score_gpt":0.20834237631472627,"score_spread":0.20105293550001538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416929605","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":[0.6627619,0.0049050874,0.0008555577,0.06463499,0.0086096,0.0017516854,0.0028150212,0.00008638033,0.25357977],"genre_scores_gemma":[0.9665752,0.00075396453,0.00040964436,0.002192002,0.0002803498,0.000064147105,0.00015153617,0.000056424473,0.029516727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945549,0.00028750155,0.0022536435,0.0014536196,0.00034095993,0.0011093869],"domain_scores_gemma":[0.99583817,0.0003196519,0.0014872222,0.0015385825,0.00052420906,0.00029218453],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013501607,0.00084259716,0.0011970071,0.00078864006,0.00076421496,0.00034584093,0.0016833398,0.000704279,0.0051497975],"category_scores_gemma":[0.00036497167,0.00092304725,0.00085234776,0.004267226,0.00052355835,0.0009950496,0.00042729228,0.0005693976,0.00018148612],"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":[0.0005320662,0.0006888057,0.51487356,0.00040838672,0.00064978655,0.0000021410165,0.0012286415,0.00013706696,0.000023239496,0.4617816,0.018031318,0.0016433608],"study_design_scores_gemma":[0.0028173793,0.00017283254,0.61928755,0.00015053996,0.00034483068,0.00000777666,0.0019012212,0.0025347448,0.00031262395,0.05711741,0.31442103,0.00093203393],"about_ca_topic_score_codex":0.0006533952,"about_ca_topic_score_gemma":0.001049649,"teacher_disagreement_score":0.4046642,"about_ca_system_score_codex":0.00203351,"about_ca_system_score_gemma":0.0014961015,"threshold_uncertainty_score":0.999322},"labels":[],"label_agreement":null},{"id":"W4417342703","doi":"10.34079/2226-2822-2024-14-28-117-129","title":"DIGITAL TRANSFORMATIONS OF PUBLIC EMPLOYMENT REGULATION: THE IMPACT OF GLOBALIZATION","year":2024,"lang":"","type":"article","venue":"Vìsnik Marìupolʹsʹkogo deržavnogo unìversitetu Serìâ Ekonomìka","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":"Globalization; Modernization theory; Public sector; Digital transformation; State (computer science); Digital economy; Process (computing); Public policy; Industrial relations; Unification","score_opus":0.026104873771489297,"score_gpt":0.24190880650344349,"score_spread":0.2158039327319542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417342703","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":[0.745838,0.027967572,0.029615136,0.009306582,0.0056817573,0.0027280736,0.007432992,0.0002488905,0.171181],"genre_scores_gemma":[0.99289536,0.0019944005,0.00010815926,0.000044410473,0.0003553506,0.000029200846,0.00071423606,0.00008331239,0.0037755873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99540615,0.00013210968,0.0024697585,0.00084290246,0.00029258672,0.00085651723],"domain_scores_gemma":[0.9966702,0.0003459556,0.0010972171,0.0011260192,0.0004518417,0.00030877607],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013486521,0.00064301677,0.0009689681,0.0012395988,0.00039646745,0.00093541655,0.0009019113,0.0004107545,0.0031706402],"category_scores_gemma":[0.00019485658,0.00060032296,0.0011944512,0.0034501094,0.00047066057,0.0034612038,0.00018907865,0.00036639228,0.000346253],"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":[0.0003787035,0.0019883835,0.5830275,0.001931591,0.0050052325,0.0000074398804,0.019306969,0.008471939,0.00008934122,0.25137034,0.050502542,0.07792005],"study_design_scores_gemma":[0.0032027191,0.0015372747,0.6348765,0.0008880721,0.0007503992,0.00007043795,0.006224231,0.101997785,0.00049912714,0.03225905,0.21513674,0.0025576474],"about_ca_topic_score_codex":0.00042942583,"about_ca_topic_score_gemma":0.000058102716,"teacher_disagreement_score":0.24705733,"about_ca_system_score_codex":0.0012375206,"about_ca_system_score_gemma":0.0008884845,"threshold_uncertainty_score":0.9996448},"labels":[],"label_agreement":null},{"id":"W4417492371","doi":"10.1111/imig.70121","title":"Technology and Forced Migration: Ukrainian Migrants in Central and Eastern Europe. By E.Ślęzak‐Belowska, M.Jelínková, A.Bielewska, and K.Amit (eds.), Taylor & Francis, 2025. 167 pp (hardcover). ISBN: 978‐1‐03‐285876‐0","year":2025,"lang":"en","type":"article","venue":"International Migration","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Ukrainian; Homeland; Refugee; Forced migration; Displaced person; World War II; Spanish Civil War","score_opus":0.010749784843557791,"score_gpt":0.22377746001881563,"score_spread":0.21302767517525784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417492371","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":[0.96723205,0.009988293,0.0018504416,0.015036824,0.0010468469,0.00038827443,0.00023192122,0.000049293492,0.0041760406],"genre_scores_gemma":[0.9846575,0.005786881,0.0005870106,0.0006670423,0.00014550643,0.00007240395,0.00034180572,0.000023090986,0.0077187363],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982518,0.000032539752,0.00068866217,0.00062476116,0.0000905209,0.00031173808],"domain_scores_gemma":[0.9992091,0.00007544317,0.00026750175,0.00021825953,0.00014467539,0.00008504103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032734632,0.00025182997,0.00033104364,0.0006927787,0.000119357814,0.00023973061,0.00020175018,0.00022896288,0.00014751079],"category_scores_gemma":[0.00030944205,0.00029203435,0.000040159935,0.00063397206,0.000115871284,0.00057919236,0.00009143589,0.0002265562,0.00005575398],"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":[0.0001310932,0.00014515559,0.93534595,0.00005938949,0.000101831145,0.000002859479,0.0019854123,0.000019529325,0.0008459797,0.022195011,0.015022204,0.024145572],"study_design_scores_gemma":[0.001868655,0.000076811346,0.29626688,0.00010427116,0.000020429263,0.000014487217,0.00022193573,0.010527633,0.00028513753,0.007219323,0.68292356,0.0004709101],"about_ca_topic_score_codex":0.0010276176,"about_ca_topic_score_gemma":0.0057090223,"teacher_disagreement_score":0.66790134,"about_ca_system_score_codex":0.00011296442,"about_ca_system_score_gemma":0.000041261625,"threshold_uncertainty_score":0.99995315},"labels":[],"label_agreement":null},{"id":"W4721356","doi":"","title":"Корпоративна финансиска политика","year":2014,"lang":"ru","type":"book","venue":"Journal of the Canadian Association of Radiologists","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dividend policy; Dividend; Business; Corporation; Insolvency; Investment (military); Investment policy; Profitability index; Shareholder; Globalization; Market economy; Finance; Economics; Financial system; Corporate governance; Political science","score_opus":0.015784870088203576,"score_gpt":0.2012070388656465,"score_spread":0.18542216877744294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4721356","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0898274,0.010614955,0.00015556072,0.077609435,0.06236277,0.0012933859,0.0024222718,0.000021641781,0.7556926],"genre_scores_gemma":[0.6207572,0.0011834017,0.00018629232,0.0011952522,0.002451329,0.0000035492042,0.000041725205,0.00005843728,0.37412283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962185,0.00031853572,0.0023140935,0.00029906363,0.00024548182,0.00060430425],"domain_scores_gemma":[0.9854829,0.0005061676,0.012176371,0.00056848984,0.00083496305,0.00043114406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006229137,0.00035078358,0.0014404797,0.0008531109,0.0003224472,0.00013613647,0.0013219047,0.0011518167,0.00078376377],"category_scores_gemma":[0.0050439807,0.00032422555,0.00091737637,0.00036313888,0.00017273136,0.00020498663,0.0000500463,0.0011631134,0.00015677091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017943137,0.00003565741,0.4406264,0.00008782455,0.0006527996,0.0000034657803,0.00043225705,0.00021095051,0.0000019216768,0.018156402,0.5390826,0.00069178507],"study_design_scores_gemma":[0.0005489715,0.00011771205,0.3268746,0.0002071092,0.00012459017,0.000017070142,0.000027665808,0.0000639368,0.0000052481064,0.0129228635,0.65878576,0.00030446364],"about_ca_topic_score_codex":0.0087737255,"about_ca_topic_score_gemma":0.115366444,"teacher_disagreement_score":0.5309298,"about_ca_system_score_codex":0.01277102,"about_ca_system_score_gemma":0.004197607,"threshold_uncertainty_score":0.99992096},"labels":[],"label_agreement":null},{"id":"W6988297822","doi":"","title":"ЦИФРОВІЗАЦІЯ СОЦІАЛЬНОГО ОБСЛУГОВУВАННЯ У ПРОЦЕСІ РЕІНТЕГРАЦІЇ ВЕТЕРАНІВ","year":2025,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","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":"Social work; Social Welfare; Process (computing); Service (business); Social computing; Field (mathematics); Social policy; Social change","score_opus":0.018360476237332,"score_gpt":0.24296853263866183,"score_spread":0.22460805640132983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988297822","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":[0.8172135,0.0052683637,0.0014398998,0.0068997373,0.005461906,0.00033973163,0.00027100777,0.000094204326,0.16301169],"genre_scores_gemma":[0.95754856,0.00012550961,0.0007625843,0.00034008882,0.0001119107,0.000030185927,0.00007160191,0.000014996735,0.04099458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978209,0.000027606646,0.00090854807,0.0006890835,0.00011325668,0.0004405768],"domain_scores_gemma":[0.9985255,0.000069657945,0.00031852594,0.0007921499,0.00015403144,0.00014012428],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019051654,0.00018622147,0.0004921518,0.00063382427,0.00035751515,0.00030688551,0.00057721237,0.00013892552,0.0039023936],"category_scores_gemma":[0.0006447076,0.00019923496,0.00018814296,0.0013850444,0.0006583125,0.00025017138,0.000108669614,0.00016087684,0.0005915629],"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":[0.000088734676,0.0009384268,0.06606504,0.00036607237,0.00017245169,0.000004503368,0.0039627766,0.000026781088,0.004826045,0.6771667,0.23296261,0.013419858],"study_design_scores_gemma":[0.0006818639,0.00004337827,0.047058154,0.000073158866,0.000014878711,0.0000015720427,0.00020844764,0.00057075877,0.001735636,0.051949624,0.8973322,0.00033032545],"about_ca_topic_score_codex":0.00009382763,"about_ca_topic_score_gemma":0.000034504712,"teacher_disagreement_score":0.6643696,"about_ca_system_score_codex":0.00008342091,"about_ca_system_score_gemma":0.00019420251,"threshold_uncertainty_score":0.99700814},"labels":[],"label_agreement":null},{"id":"W6989469469","doi":"","title":"Assessment of living conditions of the Ukranian working-age population","year":2017,"lang":"en","type":"other","venue":"","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":"Poverty; Quarter (Canadian coin); Population; Socioeconomic status; Social status; Poverty threshold; Social class","score_opus":0.03377925214582578,"score_gpt":0.2737956009725517,"score_spread":0.2400163488267259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989469469","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019143636,0.0001903776,0.00011603543,0.00007094701,0.0011077428,0.00016399946,0.00011379921,0.0000133366375,0.9963094],"genre_scores_gemma":[0.6084457,0.00007847052,0.0002921511,0.00001233363,0.00009578628,0.000006048544,0.000021909174,0.000039899045,0.39100766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994606,0.000011473482,0.00027581712,0.00014267981,0.000028511759,0.00008096921],"domain_scores_gemma":[0.9984362,0.00003663308,0.0010170747,0.00047962807,0.000014761472,0.00001571429],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002242051,0.00008460071,0.00026676798,0.00015427535,0.000052266223,0.000021842312,0.00023014762,0.00012119976,0.008595918],"category_scores_gemma":[0.00012741963,0.000074189426,0.000082434424,0.00008504138,0.00004115654,0.00003388121,0.000038684982,0.00007125832,0.000017141156],"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":[3.071553e-7,0.00006118979,0.70381075,0.00007593761,0.00006115323,6.1662796e-8,0.00007756051,0.000002851515,0.0000028534585,0.17840463,0.11729859,0.00020409853],"study_design_scores_gemma":[0.000034117314,0.0000050353983,0.8609909,0.00035495812,0.000010096038,1.096359e-7,0.000016027869,0.000033243436,9.823747e-7,0.0014569075,0.13701187,0.00008577174],"about_ca_topic_score_codex":0.002062537,"about_ca_topic_score_gemma":0.0011591185,"teacher_disagreement_score":0.6065314,"about_ca_system_score_codex":0.000043505624,"about_ca_system_score_gemma":0.000028082284,"threshold_uncertainty_score":0.99231035},"labels":[],"label_agreement":null},{"id":"W6989855907","doi":"","title":"CHANGES IN MIGRATION PREFERENCES OF UKRAINIANS DURING THE RUSSO-UKRAINIAN WAR","year":2023,"lang":"en","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","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":"Popularity; Ukrainian; Population; Norm (philosophy); Dynamics (music); Human migration; World War II","score_opus":0.0879121785683124,"score_gpt":0.29530719702675534,"score_spread":0.20739501845844294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989855907","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":[0.9757397,0.00017383098,0.0000038130497,0.017068837,0.00065048574,0.00023206709,0.0002847982,0.000035242043,0.005811181],"genre_scores_gemma":[0.9580229,0.0003662256,0.000050799237,0.000021349137,0.00009614805,0.0000041188796,0.00008544361,0.0000072503744,0.041345775],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986337,0.00009665193,0.0003943141,0.00036230966,0.00025255285,0.0002604738],"domain_scores_gemma":[0.99885744,0.00019110965,0.00037373134,0.0003044361,0.00023470238,0.000038568807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016066581,0.00013291418,0.00027018195,0.0005454118,0.0003464956,0.000046856174,0.0007345324,0.00009090632,0.0005747435],"category_scores_gemma":[0.00037304184,0.0001034622,0.00008536298,0.001226185,0.00066972186,0.00034995048,0.0001836508,0.000143748,0.000075200456],"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":[0.0007406867,0.00066979637,0.33779803,0.0004764787,0.00025601216,0.000017300468,0.3405281,0.0018347522,0.0037509724,0.30630875,0.005816545,0.0018025751],"study_design_scores_gemma":[0.0006192758,0.00014463662,0.68788046,0.000041321437,0.00001352768,0.000004181197,0.031797662,0.0009986815,0.0009995021,0.016428372,0.26077238,0.00030002085],"about_ca_topic_score_codex":0.00070988154,"about_ca_topic_score_gemma":0.0065582017,"teacher_disagreement_score":0.3500824,"about_ca_system_score_codex":0.000100817924,"about_ca_system_score_gemma":0.00010385521,"threshold_uncertainty_score":0.6293038},"labels":[],"label_agreement":null},{"id":"W6992172128","doi":"","title":"Koulutuksen merkitys maahanmuuttajien työllistymiseen Pirkanmaalla","year":2017,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","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":"Quarter (Canadian coin)","score_opus":0.03420516652710733,"score_gpt":0.2514650938547776,"score_spread":0.21725992732767027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992172128","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003998133,0.009986096,0.00023594724,0.00275252,0.008937481,0.0014842172,0.001519766,0.00034318343,0.97074264],"genre_scores_gemma":[0.037518166,0.007194939,0.0009341031,0.00048789367,0.0045396783,0.00023433715,0.00061618054,0.0011284442,0.94734627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925475,0.00024848047,0.0020177327,0.002572133,0.00037080815,0.0022433575],"domain_scores_gemma":[0.99011135,0.00026924393,0.003938449,0.0045825024,0.00023477683,0.00086370367],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0026261837,0.0017854276,0.0028029443,0.0012396263,0.0010794151,0.0013124673,0.003961123,0.0020226715,0.046441793],"category_scores_gemma":[0.0007984266,0.0020759215,0.0010550239,0.00054972596,0.00072179985,0.0008428147,0.0008408129,0.0014610216,0.04472333],"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":[0.0005908662,0.001222296,0.01904643,0.0015352432,0.0027598238,0.00014211239,0.0043530874,0.000043787186,0.00002621479,0.05414311,0.0500354,0.8661016],"study_design_scores_gemma":[0.00130891,0.00015228882,0.012724397,0.0006001074,0.00021815175,0.00002932696,0.00023152435,0.00030704698,0.000041328443,0.01113032,0.97086364,0.0023929526],"about_ca_topic_score_codex":0.0018918026,"about_ca_topic_score_gemma":0.0010616202,"teacher_disagreement_score":0.9208282,"about_ca_system_score_codex":0.0009442568,"about_ca_system_score_gemma":0.0004683589,"threshold_uncertainty_score":0.99972427},"labels":[],"label_agreement":null},{"id":"W6992255746","doi":"","title":"La gestion des bioaérosols en milieu de soins : convergences, divergences, contradictions et défis","year":2012,"lang":"fr","type":"article","venue":"","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":"Context (archaeology); Government (linguistics); Perspective (graphical); Public policy","score_opus":0.041165206561875826,"score_gpt":0.2592751665110639,"score_spread":0.21810995994918808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992255746","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":[0.7365253,0.07248234,0.023343058,0.02342018,0.01753129,0.0004158718,0.00065175194,0.00012926475,0.12550098],"genre_scores_gemma":[0.91849375,0.030941773,0.0051564416,0.00041558617,0.0006490827,0.00004832633,0.00006257876,0.000026219255,0.044206228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981076,0.00026111957,0.00055227824,0.00031270884,0.000049196235,0.0007170959],"domain_scores_gemma":[0.9988025,0.00038735714,0.00021458788,0.00024726737,0.000052791747,0.00029548455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025037122,0.00021992321,0.00029981008,0.00017889697,0.0002757518,0.00011834818,0.00020136287,0.00038874513,0.014827508],"category_scores_gemma":[0.00042519966,0.0002674975,0.00014201907,0.00042645817,0.000328729,0.0011421923,0.000051386083,0.0002960787,0.0013381845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007975764,0.00033915672,0.66310495,0.000052235886,0.00007277908,6.0812755e-7,0.005456446,0.00003363943,0.000013502869,0.29763582,0.021517526,0.011765352],"study_design_scores_gemma":[0.00021472597,0.000040332267,0.60417604,0.000042449683,0.00003905043,0.000017638935,0.0010737769,0.0010803976,0.000103164326,0.008099509,0.3848248,0.0002880808],"about_ca_topic_score_codex":0.0099745095,"about_ca_topic_score_gemma":0.0019704225,"teacher_disagreement_score":0.36330727,"about_ca_system_score_codex":0.0005121611,"about_ca_system_score_gemma":0.00018400766,"threshold_uncertainty_score":0.9999777},"labels":[],"label_agreement":null},{"id":"W6992604507","doi":"","title":"A Little Shelter from the Storm: COVID-19 and the ‘Atlantic Bubble’","year":2021,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","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":"Resistance (ecology); Politics; Conflation; Perspective (graphical); Rest (music); Relation (database)","score_opus":0.032728423250087665,"score_gpt":0.20927072149607956,"score_spread":0.17654229824599188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992604507","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":[0.96843296,0.0023362779,0.00015508365,0.024984922,0.0003368922,0.0001550564,0.00014217403,0.000020860383,0.0034357794],"genre_scores_gemma":[0.99308366,0.00040047438,0.00024448853,0.0015903068,0.0001199015,8.368088e-7,0.000065021115,0.000012722708,0.0044825636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989462,0.00014929488,0.0002071136,0.0003867899,0.00008265594,0.0002279326],"domain_scores_gemma":[0.99859095,0.00041095677,0.00023701644,0.00054727256,0.00006630064,0.00014749783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011648001,0.00013182241,0.00030401384,0.00007324634,0.0006242037,0.00009557073,0.00044938043,0.00012668657,0.0029866882],"category_scores_gemma":[0.0005584988,0.00011661848,0.00014358932,0.0003508884,0.00034186392,0.00039184812,0.00026848147,0.00028597427,0.0002444574],"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":[0.00020384323,0.000052663396,0.96746504,0.000027745746,0.00012427375,0.0000109096445,0.009733197,0.0000061585242,0.000044228782,0.018150443,0.003986607,0.00019487791],"study_design_scores_gemma":[0.002258263,0.000015697868,0.8545978,0.000017230379,0.00005579601,0.000009496643,0.004146747,0.00006520849,0.000031326814,0.024107318,0.114494585,0.00020050627],"about_ca_topic_score_codex":0.0027799448,"about_ca_topic_score_gemma":0.002649051,"teacher_disagreement_score":0.11286723,"about_ca_system_score_codex":0.00013442725,"about_ca_system_score_gemma":0.00012518461,"threshold_uncertainty_score":0.99792475},"labels":[],"label_agreement":null},{"id":"W7006731427","doi":"","title":"What Kyoto means on home front : builders cool to federal plans Widespread retrofits proposed","year":2002,"lang":"en","type":"article","venue":"NPARC","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Home front; Government (linguistics); Front (military); Work (physics)","score_opus":0.03293390577079772,"score_gpt":0.21735312277292276,"score_spread":0.18441921700212505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006731427","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":[0.8786458,0.00021712396,0.0005371909,0.013378069,0.003825857,0.00062288204,0.000105918756,0.000101167425,0.10256602],"genre_scores_gemma":[0.9788418,0.00021451522,0.0010714815,0.0017273077,0.0002598696,0.000045015284,0.000020507665,0.000032678126,0.017786842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987501,0.000017962375,0.00035771393,0.00043023136,0.0000668385,0.00037715636],"domain_scores_gemma":[0.9992574,0.000045456472,0.00012146235,0.00037171372,0.000034131364,0.00016986627],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002550272,0.00016984594,0.00028085703,0.00019720281,0.00013817412,0.00027525882,0.00022795777,0.00010182544,0.005066979],"category_scores_gemma":[0.000117308315,0.00018430814,0.000073600255,0.0001807846,0.000028467437,0.0004095257,0.000028784427,0.0001431849,0.003319262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043343907,0.00082145166,0.18625641,0.000095379015,0.0001761234,0.0000168045,0.018434672,0.00021359096,0.0009652692,0.041627392,0.7225614,0.028398031],"study_design_scores_gemma":[0.004643976,0.0019208824,0.4214082,0.00045997422,0.00003837521,0.000014425994,0.0033613408,0.0078004794,0.00467721,0.06528074,0.48730618,0.003088207],"about_ca_topic_score_codex":0.00006439881,"about_ca_topic_score_gemma":0.00014737244,"teacher_disagreement_score":0.23525524,"about_ca_system_score_codex":0.00021218666,"about_ca_system_score_gemma":0.000013292875,"threshold_uncertainty_score":0.9974568},"labels":[],"label_agreement":null},{"id":"W7008484600","doi":"","title":"Caroline Baldwin. 12, : Le roi du Nord","year":2006,"lang":"fr","type":"article","venue":"","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":"Context (archaeology); Field (mathematics); Order (exchange)","score_opus":0.012313472929075761,"score_gpt":0.18250475282059395,"score_spread":0.1701912798915182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008484600","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29370776,0.012245902,0.0023777138,0.044162724,0.0068306695,0.0001515352,0.00011508017,0.00004667994,0.64036196],"genre_scores_gemma":[0.61447716,0.0007104344,0.0012723039,0.00045378855,0.0018327072,0.000010043587,0.00007772463,0.000024328963,0.3811415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985461,0.000017812326,0.00059480534,0.00038306203,0.000029401215,0.00042877306],"domain_scores_gemma":[0.99929845,0.00004446309,0.00020421608,0.00032355517,0.000052268566,0.00007705765],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043777208,0.00017698322,0.00031314278,0.00015537406,0.00013772363,0.00012765112,0.00018337567,0.00018128498,0.008656647],"category_scores_gemma":[0.000054781016,0.00023289939,0.00013002346,0.00027228857,0.000066998546,0.00035494988,0.000046485427,0.00012474885,0.0019407448],"study_design_candidate":"not_applicable","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":[0.000009549911,0.00033679494,0.3545082,0.000033180582,0.000022319666,0.0000024572255,0.00014644698,0.00013601869,0.000004393331,0.3845522,0.25574395,0.004504482],"study_design_scores_gemma":[0.0004121497,0.000026959855,0.24516298,0.000008743517,0.000008762711,0.0000048553848,0.000073548,0.0022823971,0.00005886262,0.01721808,0.7344835,0.00025919266],"about_ca_topic_score_codex":0.012906579,"about_ca_topic_score_gemma":0.0037253392,"teacher_disagreement_score":0.47873953,"about_ca_system_score_codex":0.00016998545,"about_ca_system_score_gemma":0.000086784654,"threshold_uncertainty_score":0.99883634},"labels":[],"label_agreement":null},{"id":"W7024243870","doi":"","title":"RESEARCH ON ISSUES OF DIGITALIZATION OF SOCIAL SERVICES IN UKRAINE","year":2023,"lang":"uk","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","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":"Poverty; Social protection; Population; Decentralization; Social Welfare; Politics; Social change; Relation (database); Social policy","score_opus":0.1675970227251775,"score_gpt":0.3922820327973633,"score_spread":0.22468501007218578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024243870","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":[0.9650951,0.0005835509,0.000007231363,0.010028728,0.0008565611,0.00037248866,0.0011980181,0.000026731806,0.021831602],"genre_scores_gemma":[0.9192597,0.00062894594,0.000042257936,0.000014881771,0.0001783466,0.0000022136123,0.00049744383,0.000016682468,0.07935948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99679327,0.0003138993,0.0009506395,0.0006422688,0.00083051866,0.0004693967],"domain_scores_gemma":[0.9968772,0.000458006,0.0007870653,0.00039878942,0.0014125847,0.00006638527],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004210365,0.0002276378,0.0006503628,0.0020639268,0.00046109647,0.000109018954,0.0011890936,0.0002563709,0.00092939445],"category_scores_gemma":[0.00038375735,0.00022915292,0.00018910067,0.0037953916,0.0017039466,0.0007015377,0.00048121673,0.00030348953,0.00014679637],"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":[0.0009778498,0.0011246683,0.039731137,0.0011124305,0.00017287247,0.000008082068,0.057400957,0.001553659,0.0004247757,0.8891444,0.0076439376,0.0007051927],"study_design_scores_gemma":[0.0019050837,0.0009338595,0.48999023,0.00037880652,0.000043958265,0.0000021577707,0.12645131,0.0039810054,0.0016778533,0.06299071,0.31096363,0.00068141444],"about_ca_topic_score_codex":0.0015061342,"about_ca_topic_score_gemma":0.0009988563,"teacher_disagreement_score":0.82615376,"about_ca_system_score_codex":0.00024816455,"about_ca_system_score_gemma":0.00036251175,"threshold_uncertainty_score":0.9999839},"labels":[],"label_agreement":null},{"id":"W7025899001","doi":"","title":"Інноваційно-освітні кластери як метод активізації діяльності економіки регіону","year":2019,"lang":"uk","type":"article","venue":"Electronic Institutional Repository of the National Aviation University of Ukraine (National Aviation University, Ukraine)","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":"Process (computing); Scientific publishing; Data collection; Cluster analysis; Focus (optics)","score_opus":0.009972484069254647,"score_gpt":0.17864182692859892,"score_spread":0.16866934285934426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025899001","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":[0.6209076,0.0020384467,0.0074539543,0.021834476,0.0061460873,0.0029278782,0.0032070065,0.00019538713,0.33528918],"genre_scores_gemma":[0.9513598,0.0005172321,0.0004514755,0.00024724455,0.0005074391,0.0000012769252,0.0007411396,0.000033994096,0.046140403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9952779,0.0003152929,0.0011756469,0.0010260973,0.0015617681,0.00064331095],"domain_scores_gemma":[0.9931857,0.0004510257,0.0027471485,0.00045859668,0.0029687553,0.00018878684],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018197742,0.000523633,0.00075977884,0.0013133487,0.0014548043,0.000070844886,0.0014044968,0.0005496792,0.0013811056],"category_scores_gemma":[0.00046716328,0.00067165063,0.0007640991,0.0017809338,0.00069950405,0.0016801303,0.0003245261,0.00073284743,0.0003662297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004899467,0.0008598261,0.037091866,0.000207349,0.0007020102,0.0000034049888,0.0014446807,0.01703414,0.0010311161,0.93663305,0.004379026,0.00012359722],"study_design_scores_gemma":[0.008421484,0.0005127673,0.5375742,0.00037625327,0.00036762343,0.00008140714,0.0010909883,0.024130864,0.00090787816,0.061953057,0.36284015,0.0017433346],"about_ca_topic_score_codex":0.0006891973,"about_ca_topic_score_gemma":0.0002281704,"teacher_disagreement_score":0.87468,"about_ca_system_score_codex":0.0054026763,"about_ca_system_score_gemma":0.004802977,"threshold_uncertainty_score":0.99984515},"labels":[],"label_agreement":null},{"id":"W7033281814","doi":"","title":"Profitable Subsistence: Flax in Local and Transnational Fibre Commodity Chains","year":2009,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","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":"Commodity; Commodity chain; Subsistence agriculture; Production (economics)","score_opus":0.00852723440613798,"score_gpt":0.17478879317416118,"score_spread":0.1662615587680232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033281814","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032283238,0.00066330144,0.0000042021,0.00092281506,0.00019914155,0.00031286766,0.00032788308,0.000041592582,0.9972054],"genre_scores_gemma":[0.03034344,0.00027151473,0.00045870364,0.0001647049,0.00006688858,0.000015472055,0.00029355584,0.000042906897,0.96834284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988449,0.000020739368,0.0006315315,0.0002023526,0.0000804741,0.00021998056],"domain_scores_gemma":[0.9992444,0.00003733882,0.00041652526,0.00018811626,0.000044656797,0.000068993424],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034006883,0.00020117026,0.00039481843,0.00015062228,0.0000391658,0.00004280034,0.0001630073,0.0003121125,0.14688422],"category_scores_gemma":[0.00003921469,0.000235679,0.000067615365,0.000015899102,0.000095792726,6.5900457e-7,0.000020862313,0.0001926655,0.0010574481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028801183,0.000051773208,0.0002320241,0.00025276325,0.000016289776,0.0000016742135,0.00023098293,0.00008447092,1.249585e-8,0.00576498,0.9924019,0.00093435444],"study_design_scores_gemma":[0.00044763152,0.000055167384,0.0018204312,0.00006629593,0.0000062044282,0.000009365457,0.00011162987,0.00018428265,7.975797e-7,0.00031820062,0.9967327,0.00024728136],"about_ca_topic_score_codex":0.0018162145,"about_ca_topic_score_gemma":0.0029559059,"teacher_disagreement_score":0.14582676,"about_ca_system_score_codex":0.00008390729,"about_ca_system_score_gemma":0.000028091907,"threshold_uncertainty_score":0.99972034},"labels":[],"label_agreement":null},{"id":"W7035748174","doi":"","title":"Albar Capital Ltd Acquires Shares of 620,000 Canadian Solar Inc. (NASDAQ:CSIQ)","year":2021,"lang":"en","type":"other","venue":"","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capital (architecture); Government (linguistics); Investment (military); Payment; Work (physics)","score_opus":0.01665127217392952,"score_gpt":0.2053730441938877,"score_spread":0.18872177201995816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035748174","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030330322,0.010707509,0.000013565544,0.00053384,0.0016539083,0.00018122466,0.0018849999,0.000036838443,0.9819551],"genre_scores_gemma":[0.06472801,0.0015061263,0.00042652572,0.00042533356,0.00066913024,0.000025745254,0.0010610402,0.00026907984,0.930889],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986167,0.000014519639,0.00047887122,0.00046635576,0.00004185408,0.0003817287],"domain_scores_gemma":[0.9988768,0.00002157427,0.00033354285,0.00050763023,0.000047286023,0.00021313083],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020266378,0.00024914695,0.00055594026,0.00067377306,0.000048990103,0.00007573336,0.00033149024,0.00039351193,0.22474883],"category_scores_gemma":[0.00008329507,0.0002868696,0.00011779237,0.00022402815,0.000058422625,0.000076137934,0.000053074833,0.00013321036,0.00065669586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021599383,0.00004468011,0.026738433,0.00013206694,0.00013862489,0.0000045871825,0.00034974824,6.631722e-7,0.0000024991723,0.021593172,0.95023,0.0007633432],"study_design_scores_gemma":[0.0001429594,0.000017750534,0.012137781,0.000063833824,0.000009691162,0.0000013414975,0.00022040433,0.000014775775,0.000031085612,0.0011709164,0.9858204,0.00036905514],"about_ca_topic_score_codex":0.52110714,"about_ca_topic_score_gemma":0.5266341,"teacher_disagreement_score":0.22409214,"about_ca_system_score_codex":0.00017656738,"about_ca_system_score_gemma":0.00031167787,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W7039481113","doi":"","title":"Measurement of the azimuthal angle distribution of leptons from W boson decays as a function of the W transverse momentum in p(p)over-bar collisions at root s = 1.8 TeV","year":2006,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Istituto Nazionale di Fisica Nucleare; National Science Council; Alfred P. Sloan Foundation; Fermilab; U.S. Department of Energy; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Russian Foundation for Basic Research; Ministry of Education, Culture, Sports, Science and Technology; National Science Foundation","keywords":"Tevatron; Lepton; Jet (fluid); Transverse plane; Luminosity; Quantum chromodynamics; Standard Model (mathematical formulation); Azimuth","score_opus":0.012039235601368527,"score_gpt":0.1648057362040242,"score_spread":0.15276650060265567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039481113","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":[0.98962855,0.00030388858,0.00036251193,0.00037234768,0.0008810881,0.00045129136,0.0013971848,0.000013253822,0.0065899016],"genre_scores_gemma":[0.999114,0.000012069089,0.000010435797,0.0000023346258,0.00004359303,0.000003771785,0.000073178264,0.000010590864,0.0007300524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986009,0.000121679834,0.0005612725,0.00029290208,0.00020439722,0.00021883845],"domain_scores_gemma":[0.9985896,0.00005212713,0.0006665648,0.00048515288,0.00015769129,0.000048860722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006703324,0.00015140165,0.0003868281,0.00014949495,0.00017504538,0.000012381149,0.0003622745,0.00014016475,0.000107871936],"category_scores_gemma":[0.00006907204,0.00013712402,0.0002480691,0.00071579067,0.000108862994,0.00021205169,0.000092884104,0.000117663905,0.000015257551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003787452,0.0006055257,0.93508816,0.00028264022,0.00012884245,0.0000014927818,0.0011598185,0.000984732,0.0051437435,0.05401311,0.0021474177,0.000065774046],"study_design_scores_gemma":[0.0015870634,0.00007327671,0.96773106,0.00029761792,0.00009090323,0.0000010974933,0.0021976545,0.00035846143,0.009433461,0.00049376,0.017554373,0.00018124496],"about_ca_topic_score_codex":0.010438981,"about_ca_topic_score_gemma":0.0028506184,"teacher_disagreement_score":0.05351935,"about_ca_system_score_codex":0.0013748385,"about_ca_system_score_gemma":0.00013290298,"threshold_uncertainty_score":0.9961506},"labels":[],"label_agreement":null},{"id":"W7093324107","doi":"10.5281/zenodo.17404876","title":"Irregular Status in Migration Policy: Why It Matters in Ukraine Now","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Context (archaeology); Transparency (behavior); General partnership; Irregular migration; Corporate governance","score_opus":0.025241553346496855,"score_gpt":0.23738169387501887,"score_spread":0.212140140528522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093324107","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":[0.39413193,0.00071931997,0.0037832425,0.1564631,0.0006138893,0.0010944142,0.00041982232,0.00040115218,0.44237313],"genre_scores_gemma":[0.9911057,0.0006440922,0.00018280209,0.0028045077,0.00009599793,2.2016276e-7,0.0009789403,0.00038619002,0.0038015896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882317,0.000085756226,0.00038068494,0.00032797636,0.000050930368,0.00033151297],"domain_scores_gemma":[0.9994508,0.000015640684,0.00009738379,0.00028276266,0.00008856882,0.00006485557],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007615831,0.000096131866,0.00015613971,0.0010343269,0.0002810281,0.0003376552,0.0003541346,0.000059346065,0.0045050285],"category_scores_gemma":[0.00047331105,0.00012380126,0.000029141755,0.0013896566,0.0000521643,0.00028239092,0.00021564517,0.0001562754,0.002459592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010390808,0.0003638974,0.007660045,0.00013329776,0.000032867683,0.0000057378147,0.0050470047,0.00029300293,0.0003826555,0.102375574,0.8601083,0.023493709],"study_design_scores_gemma":[0.00048226686,0.000028355424,0.05243252,0.000028534332,0.0000012902319,0.0000016947042,0.0002608808,0.0007515578,0.00003250602,0.0030358566,0.9428317,0.00011285024],"about_ca_topic_score_codex":0.00060777535,"about_ca_topic_score_gemma":0.00007000994,"teacher_disagreement_score":0.5969737,"about_ca_system_score_codex":0.0004873911,"about_ca_system_score_gemma":0.000008525285,"threshold_uncertainty_score":0.9983171},"labels":[],"label_agreement":null},{"id":"W7098748711","doi":"","title":"1874-8392/11 2011 Bentham Open Open Access Changes in Seal Habitat Use of Nearshore Waters around Newfoundland and Southern Labrador: Implications for Potential Predation on Salmon","year":2016,"lang":"en","type":"article","venue":"","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":"Predation; Capelin; Habitat; Abundance (ecology); Resource (disambiguation); Forage fish; Apex predator","score_opus":0.1177985247377909,"score_gpt":0.31835370076125014,"score_spread":0.20055517602345924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098748711","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":[0.9828481,0.000027887543,0.00071139814,0.0131769795,0.00021081993,0.0012184957,0.00073982193,0.000010331547,0.0010561529],"genre_scores_gemma":[0.99473816,0.00017806907,0.000548581,0.00016703604,0.000068297384,0.00021157657,0.00014244062,0.000022843577,0.003922995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899936,0.000019785144,0.00035604864,0.00039138005,0.000024301224,0.00020911766],"domain_scores_gemma":[0.9992295,0.000091717244,0.00025328674,0.0003053916,0.000056064844,0.00006403503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042820018,0.000120927616,0.00025583917,0.00019169266,0.000086458895,0.0007059898,0.0005641746,0.00008041135,0.0002450881],"category_scores_gemma":[0.000048130394,0.00009835522,0.000028470367,0.00011132863,0.000043803087,0.0016484442,0.00032324216,0.000033166107,0.000027209731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016899547,0.00013436723,0.9738033,0.000021066864,0.00002365822,7.4597295e-8,0.00048244707,0.0000140045995,0.00012013276,0.0184102,0.0021120303,0.0047097662],"study_design_scores_gemma":[0.0013360913,0.000119880344,0.97821665,0.00002964407,0.000009582412,7.798154e-7,0.00017430098,0.0001913642,0.00011953136,0.013049266,0.0065524047,0.00020050241],"about_ca_topic_score_codex":0.010151638,"about_ca_topic_score_gemma":0.031795055,"teacher_disagreement_score":0.021643415,"about_ca_system_score_codex":0.0001116175,"about_ca_system_score_gemma":0.00003312255,"threshold_uncertainty_score":0.9964399},"labels":[],"label_agreement":null},{"id":"W7100512310","doi":"","title":"RESEARCH Open Access","year":2016,"lang":"en","type":"article","venue":"","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":"Socioeconomic status; Data collection; Population; Access to information","score_opus":0.3449208004974752,"score_gpt":0.44463309840522147,"score_spread":0.09971229790774627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100512310","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09942687,0.000068204405,0.0005591885,0.015186679,0.0003369241,0.00011994783,0.000009149583,0.000013484111,0.88427955],"genre_scores_gemma":[0.8820608,0.00009458988,0.00018840982,0.00018217646,0.000097437456,0.000028743145,0.0000010489437,0.0000062108384,0.11734053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999455,0.00001188503,0.00015071216,0.0001885162,0.00001756377,0.00017633814],"domain_scores_gemma":[0.9995726,0.00006392482,0.000035487905,0.0002391007,0.000041875795,0.000047043035],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013064283,0.000031575568,0.00007943267,0.00013298888,0.00006900845,0.00039552,0.00085836125,0.000028290473,0.019126255],"category_scores_gemma":[0.0001436851,0.000022343083,0.000013645353,0.0002594989,0.000027979539,0.0010140488,0.00041534906,0.00003476397,0.004668587],"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":[0.000005595603,0.00002516185,0.18512738,0.0000016115289,0.0000039251618,1.3654778e-7,0.000037530226,3.2955366e-8,0.000009115352,0.6684899,0.14051424,0.005785401],"study_design_scores_gemma":[0.00018717568,0.000011200423,0.2497236,0.0000043771856,1.7517908e-7,1.9495317e-7,0.000030098488,0.0000045330376,0.00018795734,0.25466457,0.49511924,0.00006687935],"about_ca_topic_score_codex":0.0005465435,"about_ca_topic_score_gemma":0.00006275787,"teacher_disagreement_score":0.78263396,"about_ca_system_score_codex":0.00006504165,"about_ca_system_score_gemma":0.00002689281,"threshold_uncertainty_score":0.9961064},"labels":[],"label_agreement":null},{"id":"W7100587935","doi":"","title":"Several...","year":2010,"lang":"en","type":"article","venue":"","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":"Interquartile range; Cellulitis; Odds ratio; Confidence interval; Emergency department; Ground level","score_opus":0.013948303995304312,"score_gpt":0.19389863688765696,"score_spread":0.17995033289235265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100587935","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":[0.42243868,0.0000150455335,0.00040068247,0.0013161387,0.0011037275,0.000021634954,0.0000029583912,0.000023820114,0.5746773],"genre_scores_gemma":[0.96702987,0.0000057573247,0.0022396464,0.00038864772,0.0001585593,0.0000037091352,0.0000032482126,0.00000447997,0.03016607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971694,7.694414e-7,0.000104478,0.00009293565,0.0000053805024,0.00007949009],"domain_scores_gemma":[0.9997983,0.0000061648316,0.00003061283,0.0001273974,0.000007751691,0.000029760764],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001402936,0.000029628249,0.000053133976,0.00003897769,0.000025627645,0.000025143407,0.00006065923,0.000031341366,0.012294824],"category_scores_gemma":[0.000033536253,0.000030975658,0.000019348798,0.00006373095,0.000009318453,0.00009547948,0.0000083007935,0.00006195746,0.0024531446],"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":[9.55532e-7,0.000020064208,0.1603734,0.000001410134,0.0000029971284,9.181865e-8,0.000096056705,4.059909e-7,0.000049519258,0.81490636,0.023821937,0.0007268276],"study_design_scores_gemma":[0.0000932293,0.0000049316463,0.2739539,2.6611727e-7,4.219229e-7,0.0000011294081,0.00001669758,0.00028006948,0.00010099962,0.08303825,0.64241725,0.00009286295],"about_ca_topic_score_codex":0.00006695504,"about_ca_topic_score_gemma":0.000041470692,"teacher_disagreement_score":0.7318681,"about_ca_system_score_codex":0.0000056398017,"about_ca_system_score_gemma":0.000005372423,"threshold_uncertainty_score":0.99832356},"labels":[],"label_agreement":null},{"id":"W7112397885","doi":"","title":"Проблеми та перспективи економічної реінтеграції ветеранів війни: адміністративно-правовий підхід","year":2025,"lang":"uk","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","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":"Strengths and weaknesses; Ukrainian; Context (archaeology); Social Partnership; Retraining; General partnership; Social protection; Economic stability","score_opus":0.07013039251481207,"score_gpt":0.31989637648092417,"score_spread":0.2497659839661121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112397885","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":[0.67459893,0.0078262575,0.0008588992,0.0686243,0.013035881,0.0014549932,0.002567575,0.00022267227,0.23081051],"genre_scores_gemma":[0.57815176,0.00089818577,0.0004557667,0.00026194434,0.00040904118,0.0000059629256,0.00030999293,0.000030081805,0.41947725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944645,0.0003741213,0.0015544617,0.0017199033,0.0008223241,0.0010646528],"domain_scores_gemma":[0.99493,0.00060579675,0.0012356059,0.0013084117,0.0016504809,0.00026967833],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00340287,0.0007086626,0.0012207311,0.0016492885,0.0018898431,0.0006449058,0.002854705,0.0006052563,0.006154355],"category_scores_gemma":[0.0012498659,0.00071435736,0.00064606185,0.0027418665,0.0028517074,0.0014494838,0.0011551022,0.00079248345,0.00092803413],"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":[0.00074750464,0.0010469069,0.023461323,0.0004005981,0.0005930481,0.000019782748,0.00853055,0.0003182089,0.00023094905,0.88863266,0.07397128,0.0020472175],"study_design_scores_gemma":[0.0014423826,0.00025476693,0.052469134,0.00014999506,0.00016509391,0.00001119952,0.013126505,0.0010627697,0.00042909308,0.061419602,0.8685974,0.00087204704],"about_ca_topic_score_codex":0.0015952958,"about_ca_topic_score_gemma":0.0012072192,"teacher_disagreement_score":0.82721305,"about_ca_system_score_codex":0.0009003029,"about_ca_system_score_gemma":0.0016903032,"threshold_uncertainty_score":0.99986196},"labels":[],"label_agreement":null},{"id":"W7112839791","doi":"","title":"Зарубіжний досвід державного регулювання сфери безпроводового електрозв’язку та його використання в Україні","year":2025,"lang":"uk","type":"article","venue":"Scientific periodicals of Ukraine","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; Personal Communications Service; Wireless network; Telecommunications service; Incentive; Wireless; Legislation; Government (linguistics)","score_opus":0.01719740073616893,"score_gpt":0.25179445810568973,"score_spread":0.2345970573695208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112839791","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":[0.76868826,0.03434112,0.0007809614,0.016705738,0.026670573,0.0013834665,0.0021050652,0.00018741103,0.14913742],"genre_scores_gemma":[0.8670795,0.0022905916,0.00083560066,0.0007438099,0.0005600561,0.000084585365,0.00040271124,0.00007675149,0.12792638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920914,0.0001857404,0.0031651752,0.0024138007,0.00047975488,0.0016641108],"domain_scores_gemma":[0.9944515,0.00030463372,0.0014276151,0.002575852,0.00063029316,0.0006100705],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0055648624,0.00082647393,0.0018699515,0.0021089464,0.0013813691,0.001638514,0.002003411,0.00074828515,0.012220053],"category_scores_gemma":[0.0020912888,0.00095430715,0.0008198725,0.0043174564,0.002701745,0.0007671969,0.0005375368,0.00078427047,0.0021097586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000579258,0.004909533,0.11175055,0.003023681,0.0011915037,0.0000324706,0.014934717,0.000114798815,0.002992952,0.26973668,0.5450351,0.045698725],"study_design_scores_gemma":[0.002064611,0.00019829754,0.051125024,0.00055058446,0.00015149788,0.0000062506147,0.00093742326,0.0018830297,0.001472383,0.01991691,0.9205079,0.0011860803],"about_ca_topic_score_codex":0.0005032764,"about_ca_topic_score_gemma":0.0002932571,"teacher_disagreement_score":0.37547278,"about_ca_system_score_codex":0.0005149535,"about_ca_system_score_gemma":0.0015209082,"threshold_uncertainty_score":0.9999187},"labels":[],"label_agreement":null},{"id":"W7113901849","doi":"10.26881/jpgs.2025.4.03","title":"Human Resource Management in Public Administration: content, current trends and challenges in the context of Ukraine","year":2025,"lang":"","type":"article","venue":"Journal of Geography Politics and Society","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":"Context (archaeology); Public policy; Modernization theory; Public service; Human resource management; Politics; New public management; Resilience (materials science)","score_opus":0.0769806308752485,"score_gpt":0.2853423048221023,"score_spread":0.20836167394685381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113901849","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":[0.8071851,0.14206168,0.00000917361,0.035500847,0.0004232757,0.00016848037,0.000053993816,0.000001429743,0.014596021],"genre_scores_gemma":[0.8640941,0.13536386,0.000043990258,0.00030262215,0.00008389465,0.000004989246,0.0000042048464,0.0000048955308,0.00009745737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981046,0.00007919049,0.0012353591,0.00020714792,0.000084988715,0.000288735],"domain_scores_gemma":[0.9988076,0.00009588815,0.0007280631,0.00018510468,0.00010162053,0.00008171995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021200853,0.00016158345,0.0004826072,0.00069950015,0.0001324133,0.00013848417,0.0002109765,0.00010982047,0.000016187701],"category_scores_gemma":[0.000025075244,0.00014745377,0.00027816193,0.00054670626,0.00026289895,0.00016814866,0.000054100223,0.00034787948,6.8837444e-8],"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":[0.000013904879,0.0006107728,0.30008024,0.00044140575,0.00024800355,0.0000020163686,0.0068917586,2.755048e-7,2.630191e-7,0.65922093,0.0007505016,0.031739935],"study_design_scores_gemma":[0.0015361912,0.00021337776,0.83216435,0.00018662123,0.000050670005,0.0000044246854,0.04030834,0.000041339816,8.583809e-7,0.009021903,0.11635162,0.00012030124],"about_ca_topic_score_codex":0.00004396089,"about_ca_topic_score_gemma":0.000056357345,"teacher_disagreement_score":0.650199,"about_ca_system_score_codex":0.000058272297,"about_ca_system_score_gemma":0.0000462053,"threshold_uncertainty_score":0.60129905},"labels":[],"label_agreement":null},{"id":"W7115812649","doi":"","title":"Соціальний діалог замість конфлікту: зарубіжний досвід ефективного врегулювання трудових відносин","year":2025,"lang":"uk","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","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":"Social dialogue; Transparency (behavior); Context (archaeology); Balance of interests; Inequality; Social inequality; Collective bargaining; Social partners; Field (mathematics)","score_opus":0.07013039251481207,"score_gpt":0.31989637648092417,"score_spread":0.2497659839661121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812649","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":[0.706783,0.007315511,0.0005867192,0.055235025,0.011614958,0.0013336553,0.0024919368,0.00021101204,0.2144282],"genre_scores_gemma":[0.56122977,0.0010308471,0.00046587005,0.00026834893,0.0004006681,0.0000057908246,0.0002728425,0.000030172427,0.4362957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99456525,0.000371295,0.0015168831,0.0016852615,0.00080860785,0.0010526928],"domain_scores_gemma":[0.9950426,0.0005990424,0.0012137332,0.0012801911,0.001594211,0.00027017575],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0033286088,0.0007020727,0.0011953316,0.0016084958,0.0018550317,0.00063016376,0.0028369736,0.0005983503,0.0060214736],"category_scores_gemma":[0.0012188341,0.0007079719,0.00060915673,0.002717112,0.002811333,0.0014428814,0.0011472951,0.0007821328,0.0008598803],"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":[0.0006863532,0.0010192057,0.030092381,0.00038840182,0.00054401124,0.000018421943,0.0068441266,0.00028831387,0.00019551146,0.9027061,0.055870317,0.00134686],"study_design_scores_gemma":[0.0013646869,0.00024354331,0.047061224,0.00013935151,0.00015908452,0.000010665441,0.009093086,0.0012099927,0.00032161686,0.053371828,0.8862048,0.00082015933],"about_ca_topic_score_codex":0.0010152279,"about_ca_topic_score_gemma":0.0008776185,"teacher_disagreement_score":0.84933424,"about_ca_system_score_codex":0.00081596174,"about_ca_system_score_gemma":0.0015419228,"threshold_uncertainty_score":0.99991804},"labels":[],"label_agreement":null},{"id":"W7116777313","doi":"10.24144/2788-6018.2025.06.2.5","title":"Social dialogue instead of conflict: foreign experience of effective labor relations regulation","year":2025,"lang":"uk","type":"article","venue":"Analytical and Comparative Jurisprudence","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":"Social dialogue; Transparency (behavior); Labor relations; Social partners; Industrial relations; Context (archaeology); Inequality; Collective bargaining; Social inequality","score_opus":0.05007880507278552,"score_gpt":0.3210724700358177,"score_spread":0.2709936649630322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116777313","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":[0.9243885,0.002218662,0.0031317587,0.0006677407,0.00021762904,0.00044588753,0.00014080669,0.000008854575,0.06878016],"genre_scores_gemma":[0.9967788,0.0002290364,0.00012940662,0.000063115825,0.00006516737,0.000042401658,0.000022173612,0.0000051754355,0.0026647274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981907,0.00014554636,0.00092134107,0.0004340092,0.00008394353,0.00022448359],"domain_scores_gemma":[0.9981931,0.00065894844,0.00056039763,0.00021640386,0.00030305889,0.000068104324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004999065,0.00020076099,0.0007899903,0.0002827365,0.0002601424,0.000040630264,0.00019068926,0.00018448096,0.00018879557],"category_scores_gemma":[0.0002928509,0.00021860986,0.0001295628,0.0010271346,0.00072820793,0.0003060721,0.000087362954,0.00026157644,0.000021366395],"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":[0.00011404261,0.0001968601,0.2421239,0.00010074482,0.0001254867,2.1419635e-7,0.011600594,0.000024976505,0.00005366795,0.7443312,0.0007941121,0.00053419673],"study_design_scores_gemma":[0.0005716628,0.00015156323,0.9379133,0.00014345649,0.00008610906,3.2614827e-7,0.0026437968,0.010619371,0.0011350375,0.04356839,0.002947163,0.00021984105],"about_ca_topic_score_codex":0.00027788134,"about_ca_topic_score_gemma":0.000047364105,"teacher_disagreement_score":0.7007628,"about_ca_system_score_codex":0.000081398706,"about_ca_system_score_gemma":0.00013275292,"threshold_uncertainty_score":0.8914651},"labels":[],"label_agreement":null},{"id":"W7117459929","doi":"10.59893/szv.2025.2(2)","title":"World experience of economic regulation of migration flows and its application in Ukraine","year":2025,"lang":"","type":"article","venue":"","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":"Ukrainian; Human capital; State (computer science); Human migration; Economic model; Bachelor; Economic impact analysis; Capital (architecture); Institutional economics","score_opus":0.013881383936145067,"score_gpt":0.24005849764855405,"score_spread":0.22617711371240898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117459929","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":[0.9797598,0.0031339175,0.0016149821,0.00097623054,0.0004739792,0.0005109137,0.00002755961,0.000005571408,0.013497011],"genre_scores_gemma":[0.99327755,0.0022028182,0.00032654815,0.000030196215,0.000040196883,0.00006422526,0.000029399627,0.000007769427,0.0040212953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813247,0.000021772279,0.0012712362,0.00039968267,0.000024210627,0.00015062308],"domain_scores_gemma":[0.99892974,0.000076678385,0.0006174091,0.0002826621,0.000060985603,0.00003251521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055023155,0.00013577119,0.00040929427,0.0008698883,0.00003556091,0.000021823476,0.00012560935,0.00010916834,0.0004212184],"category_scores_gemma":[0.000055880937,0.0001780126,0.000049371854,0.000701663,0.000051422558,0.00042057948,0.000032757118,0.00006515281,0.000012594322],"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":[0.00010748092,0.0002006855,0.4963459,0.00032560728,0.000029387973,2.2198277e-8,0.0045383084,0.001102471,0.0024403671,0.48359144,0.00019063622,0.0111277],"study_design_scores_gemma":[0.0007043949,0.00003683023,0.7051589,0.00009799433,0.000011992164,1.5716884e-7,0.0005020585,0.26263303,0.009316324,0.016135547,0.005190429,0.00021233593],"about_ca_topic_score_codex":0.0009554019,"about_ca_topic_score_gemma":0.006907884,"teacher_disagreement_score":0.4674559,"about_ca_system_score_codex":0.00016672506,"about_ca_system_score_gemma":0.00007080722,"threshold_uncertainty_score":0.7259143},"labels":[],"label_agreement":null},{"id":"W7118079614","doi":"10.31732/2663-2209-2025-80-118-125","title":"SMALL BUSINESS DEVELOPMENT IN UKRAINE: CURRENT CHALLENGES AND PROSPECTS","year":2025,"lang":"","type":"article","venue":"Scientific notes of the UniversityKROK","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":"Small business; Quarter (Canadian coin); Distribution (mathematics); Entrepreneurship; Business development; Psychological resilience","score_opus":0.03982029053363561,"score_gpt":0.20511365089359954,"score_spread":0.16529336035996392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118079614","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":[0.9458763,0.03579545,0.000066674955,0.0043385522,0.0069803013,0.00042919535,0.00002810503,0.000007941738,0.006477504],"genre_scores_gemma":[0.9893605,0.003700868,0.00033779294,0.000014044997,0.000020403895,0.000002049475,0.0000061383053,0.0000061556357,0.0065520415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857205,0.00003599446,0.00042726778,0.0005977404,0.00006433309,0.00030258804],"domain_scores_gemma":[0.9988664,0.00008814628,0.00032117974,0.00048250123,0.00019005856,0.00005170915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011128861,0.00016814139,0.00031834326,0.0007735121,0.00035943728,0.000109387925,0.00058885064,0.00008932951,0.00005082506],"category_scores_gemma":[0.0003287204,0.00017446738,0.00006200774,0.0014713114,0.00044412786,0.00020390117,0.0005727122,0.00016236657,0.00001563139],"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":[0.0001360702,0.0014624737,0.5907753,0.0029061488,0.00016707981,0.000002321977,0.033465654,0.00017482774,0.000112457514,0.20511368,0.000980652,0.16470332],"study_design_scores_gemma":[0.00064279145,0.000007788087,0.870871,0.0005592967,0.000020114712,2.7443758e-7,0.00066017435,0.00019340863,0.0005298847,0.0055962717,0.12068685,0.00023211261],"about_ca_topic_score_codex":0.0000683797,"about_ca_topic_score_gemma":0.0011121791,"teacher_disagreement_score":0.28009573,"about_ca_system_score_codex":0.00024544413,"about_ca_system_score_gemma":0.00041855694,"threshold_uncertainty_score":0.7114573},"labels":[],"label_agreement":null},{"id":"W7119470057","doi":"10.70651/3041-2498/2025.11.02","title":"THE INTERNATIONAL EXPERIENCE IN THE FORMATION OF MECHANISMS FOR PUBLIC PERSONNEL MANAGEMENT IN THE HEALTHCARE SECTOR","year":2025,"lang":"","type":"article","venue":"Публічне управління і політика.","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":"Workforce; Incentive; Health care; Human resource management; Quality (philosophy); Workforce development; Private sector; Public sector; Human resources","score_opus":0.07265052132125993,"score_gpt":0.2848869532455654,"score_spread":0.21223643192430547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119470057","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":[0.5789402,0.009673875,0.033373702,0.2963454,0.014604984,0.011352346,0.0005031867,0.000039340142,0.05516693],"genre_scores_gemma":[0.9922931,0.002009749,0.00040866362,0.0024400111,0.00014578462,0.0018511061,0.000057913436,0.000015645956,0.00077801564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99726576,0.00017416371,0.001312526,0.00047371996,0.0002057972,0.00056806154],"domain_scores_gemma":[0.9978851,0.00056973175,0.0006096957,0.0007603832,0.00013971669,0.000035379686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043280674,0.00024954765,0.00032536808,0.0005394417,0.0005138668,0.0005155155,0.0019598012,0.00014784737,0.00009276044],"category_scores_gemma":[0.00033326022,0.0001754185,0.00018781437,0.0012799392,0.00011795424,0.0006101208,0.00014509402,0.00030917814,0.00001371367],"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":[0.00012290802,0.00033871748,0.007376925,0.00024781137,0.00005537608,0.0000010176856,0.053031094,0.0000333534,0.0000044353214,0.91964436,0.0035381222,0.01560591],"study_design_scores_gemma":[0.0033015949,0.00023568759,0.090169765,0.00030088716,0.000038252103,0.000006032011,0.35778117,0.03599947,0.000101133635,0.23965332,0.27181482,0.00059786724],"about_ca_topic_score_codex":0.0004366149,"about_ca_topic_score_gemma":0.0020267093,"teacher_disagreement_score":0.679991,"about_ca_system_score_codex":0.00045468108,"about_ca_system_score_gemma":0.00011636432,"threshold_uncertainty_score":0.7153359},"labels":[],"label_agreement":null},{"id":"W7123417127","doi":"10.12958/1817-3764-2025-4-100-112","title":"Social support of veterans and their families: models of rehabilitation and integration","year":2025,"lang":"","type":"article","venue":"Social pedagogy theory and practice","topic":"Labor Market and Education","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":"Retraining; Rehabilitation; Social support; Process (computing); Adaptation (eye); Social security; Field (mathematics); Element (criminal law)","score_opus":0.03479729998942657,"score_gpt":0.3354066937056591,"score_spread":0.3006093937162325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7123417127","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":[0.90430164,0.0045737424,0.006865046,0.012040563,0.00060220284,0.00041960017,0.00021037301,0.000009819034,0.07097701],"genre_scores_gemma":[0.9942989,0.0043673757,0.00024528758,0.00029652304,0.00012567297,0.000014421514,0.000020621272,0.000012071963,0.00061915495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980293,0.0006679619,0.0007473587,0.00034983395,0.000036561232,0.00016897799],"domain_scores_gemma":[0.9951321,0.0037772392,0.0007328801,0.00011395132,0.00020920826,0.000034629327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004787135,0.00018324492,0.00051540555,0.00024030499,0.00035463454,0.000061634964,0.00007395598,0.00024141994,0.000068331094],"category_scores_gemma":[0.0020488743,0.00020590323,0.00007294406,0.00026381112,0.0006665037,0.0010690687,0.000059010712,0.00021758414,7.9484204e-7],"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":[0.00200556,0.00019747019,0.0014193434,0.00037159445,0.00015540421,8.947639e-8,0.16394752,0.0000014161994,0.00012152337,0.778844,0.00022366308,0.052712385],"study_design_scores_gemma":[0.0010737793,0.00054673484,0.02200805,0.000042273667,0.00018285253,0.000002398256,0.18173975,0.00029030364,0.000070849776,0.78648484,0.007321157,0.00023703804],"about_ca_topic_score_codex":0.00021055964,"about_ca_topic_score_gemma":0.000055216704,"teacher_disagreement_score":0.08999723,"about_ca_system_score_codex":0.000039398932,"about_ca_system_score_gemma":0.00017114604,"threshold_uncertainty_score":0.839649},"labels":[],"label_agreement":null},{"id":"W7123939320","doi":"10.32782/easterneurope.49-11","title":"ORGANIZATIONAL AND ECONOMIC MECHANISM OF FUNCTIONING OF THE HEALTH INSURANCE SYSTEM","year":2025,"lang":"","type":"article","venue":"Eastern Europe economy business 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":"Income protection insurance; General insurance; Quarter (Canadian coin); Health care; Payment; Inflation (cosmology); Population; Health insurance; Key person insurance","score_opus":0.009658422041035406,"score_gpt":0.1813133114321013,"score_spread":0.1716548893910659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7123939320","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":[0.7935659,0.009460161,0.019824767,0.0061222455,0.009040436,0.00172699,0.00025244447,0.000030789994,0.15997626],"genre_scores_gemma":[0.9920856,0.0027908727,0.00015390354,0.0002851883,0.00007983462,0.000015662541,0.000007630175,0.00002236314,0.0045589632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99824864,0.000043317927,0.0010171152,0.0004644475,0.000025918478,0.0002005487],"domain_scores_gemma":[0.998429,0.000021081793,0.0010193767,0.00036843496,0.000114072485,0.000048061003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005379779,0.00020169848,0.00050500454,0.00027621692,0.00020617117,0.000111202266,0.00021988993,0.0000491183,0.00007749042],"category_scores_gemma":[0.000013635302,0.00020870476,0.00004300449,0.00046340912,0.000105871695,0.0002344221,0.00039362613,0.000066493616,0.000016018728],"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":[0.000023935092,0.00004758254,0.32471943,0.0028458894,0.00016515858,1.7899963e-7,0.00018811805,0.00011740812,4.4948482e-7,0.66917735,0.00015178081,0.0025627443],"study_design_scores_gemma":[0.0010211791,0.000037775142,0.9599982,0.0007590352,0.000041296636,0.0000026825571,0.0006392742,0.003998175,0.00001167644,0.003814192,0.029437397,0.00023915408],"about_ca_topic_score_codex":0.0002012238,"about_ca_topic_score_gemma":0.000034262925,"teacher_disagreement_score":0.66536313,"about_ca_system_score_codex":0.00013114225,"about_ca_system_score_gemma":0.00010770152,"threshold_uncertainty_score":0.85107327},"labels":[],"label_agreement":null},{"id":"W7127041752","doi":"10.15407/socium2025.04.121","title":"Corporate pension funds in Ukraine: features of formation and development prospects","year":2025,"lang":"uk","type":"article","venue":"Ukrainian society","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":"Pension; Asset (computer security); Control (management); Investment (military); Asset management; Global assets under management; Institutional investor; National Pension; Personal income","score_opus":0.030755175608132027,"score_gpt":0.22969591219928653,"score_spread":0.19894073659115452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127041752","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":[0.97775406,0.005631917,0.00009921447,0.0016313922,0.000708426,0.00044317544,0.000042559288,0.00001604862,0.0136731835],"genre_scores_gemma":[0.9910477,0.0022010745,0.003234354,0.0003618689,0.000054216358,0.000023729805,0.00007674142,0.000013329932,0.0029869843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985323,0.0000233624,0.0007544898,0.00035232844,0.00005137677,0.000286175],"domain_scores_gemma":[0.9989876,0.00005623321,0.0005982325,0.00021619843,0.00008428271,0.00005740962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009822065,0.0001881073,0.0004088951,0.00017947615,0.00013250772,0.00007738083,0.00011857372,0.0002351518,0.00007922622],"category_scores_gemma":[0.00008873019,0.00022237921,0.000085591026,0.00060617866,0.0001035293,0.00026985232,0.000089750596,0.00021215432,0.000015169305],"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":[0.00010981113,0.00044887167,0.6302615,0.0021470885,0.00019733253,0.0000016747942,0.28559324,0.000016380163,0.00013986192,0.028824499,0.012656762,0.039602976],"study_design_scores_gemma":[0.0011370629,0.000038900136,0.92277914,0.00022581386,0.000010248674,0.000001238736,0.0029891424,0.0007157597,0.00034363184,0.0017607635,0.069730945,0.0002673308],"about_ca_topic_score_codex":0.000093911294,"about_ca_topic_score_gemma":0.00018972497,"teacher_disagreement_score":0.29251766,"about_ca_system_score_codex":0.0002823095,"about_ca_system_score_gemma":0.00027750406,"threshold_uncertainty_score":0.9068361},"labels":[],"label_agreement":null},{"id":"W7131627596","doi":"10.30970/ves.2025.69.0.6903","title":"EXTERNAL EDUCATIONAL MIGRATION OF UKRAINIAN YOUTH: MIGRATION INTENTIONS AND FACTORS INFLUENCING THE CHOICE OF STUDYING ABROAD","year":2025,"lang":"","type":"article","venue":"Visnyk of the Lviv University Series Economics","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":"Ukrainian; Quarter (Canadian coin); Scholarship; Prestige; Educational attainment; Descriptive statistics; Higher education; Sociological research","score_opus":0.023811894910379536,"score_gpt":0.21905942626608108,"score_spread":0.19524753135570155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131627596","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":[0.99229234,0.00045399411,0.000059119728,0.003372147,0.0013096951,0.00032765663,0.0004457658,0.0000039956512,0.0017352737],"genre_scores_gemma":[0.9962258,0.0016124723,0.00014434537,0.000041128744,0.000052512034,8.9374186e-7,0.000020715866,0.000009091364,0.0018930472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986148,0.000073650626,0.00080111146,0.0002931417,0.000045144607,0.00017213932],"domain_scores_gemma":[0.9976164,0.00023850022,0.0014485823,0.00045813652,0.00019615257,0.000042208256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000435785,0.0001865997,0.00041439832,0.00037213246,0.0003881097,0.000056217697,0.00051973865,0.00012904861,0.0000834283],"category_scores_gemma":[0.00024678794,0.00018685308,0.00021497074,0.0004506067,0.00044515627,0.0008020809,0.00023961594,0.00016666325,9.4417584e-7],"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":[0.00009316753,0.00015610653,0.90702647,0.00016841442,0.0002574667,1.38558685e-8,0.041558124,0.00058508693,0.00024652106,0.04958452,0.000067240784,0.0002568557],"study_design_scores_gemma":[0.0004103616,0.0000635214,0.95053256,0.00017174531,0.00016821765,3.4600714e-7,0.040123746,0.0009801645,0.0009209623,0.002705712,0.0037526046,0.00017008181],"about_ca_topic_score_codex":0.0040085632,"about_ca_topic_score_gemma":0.0053672455,"teacher_disagreement_score":0.046878807,"about_ca_system_score_codex":0.00029336303,"about_ca_system_score_gemma":0.00033286583,"threshold_uncertainty_score":0.76196474},"labels":[],"label_agreement":null},{"id":"W7138975223","doi":"10.26565/1684-8489-2025-2-17","title":"Institutional Challenges in Implementing the ‘State in a Smartphone’ Model within the Context of Fragmented Public Governance of Digitalisation in Ukraine","year":2025,"lang":"","type":"article","venue":"Pressing Problems of Public Administration","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":"Civil society; Corporate governance; Digital transformation; Institutional theory; Institutional analysis; Modernization theory; Context (archaeology); Stakeholder; Comparative research","score_opus":0.08587774156946573,"score_gpt":0.27566789966618604,"score_spread":0.1897901580967203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138975223","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":[0.96468925,0.009093273,0.0030680452,0.016594755,0.00032743075,0.0009816695,0.00016990097,0.0000061791557,0.0050694724],"genre_scores_gemma":[0.9976687,0.0017120205,0.00021022164,0.00003740502,0.000017258864,0.00014250394,0.00007532601,0.000011201412,0.00012539884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99626607,0.00017205554,0.0026018848,0.00042512795,0.00016927217,0.0003655762],"domain_scores_gemma":[0.9966992,0.00023046459,0.0024149043,0.0003927931,0.00023094253,0.000031702446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050688707,0.0002058865,0.0004824306,0.00049152656,0.000104546394,0.00017724815,0.00043518585,0.0001312132,0.000019416917],"category_scores_gemma":[0.0011776274,0.00018691909,0.00007809216,0.0011324036,0.00032978796,0.0016983063,0.00012859234,0.0002870926,3.5109676e-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":[0.00012507873,0.001331762,0.23445825,0.0012584388,0.00008787097,3.5977905e-7,0.022473551,0.00825839,0.00028688714,0.69489866,0.000029036086,0.036791686],"study_design_scores_gemma":[0.0036162161,0.00017701002,0.48310786,0.0020645084,0.000020883816,0.0000017024746,0.0063597597,0.3943128,0.0015617898,0.10716894,0.001183726,0.0004247989],"about_ca_topic_score_codex":0.0008042086,"about_ca_topic_score_gemma":0.014055109,"teacher_disagreement_score":0.58772975,"about_ca_system_score_codex":0.00028860554,"about_ca_system_score_gemma":0.0012476835,"threshold_uncertainty_score":0.7843081},"labels":[],"label_agreement":null},{"id":"W7139178868","doi":"","title":"Залежність рівня життя населення в Україні від політичних циклів(Dependence of standards of living in Ukraine from political cycles)","year":2019,"lang":"uk","type":"article","venue":"Digital Repository of Ostroh Academy (Ostroh Academy)","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":"Presidential system; Politics; Standard of living; Opposition (politics); Quarter (Canadian coin); Inflation (cosmology); State (computer science); Presidential election","score_opus":0.0146448020380183,"score_gpt":0.24915748838299348,"score_spread":0.23451268634497519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139178868","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":[0.9402382,0.0062276977,0.000078943674,0.00084818853,0.0013441814,0.0008337974,0.0045136777,0.000043031603,0.04587231],"genre_scores_gemma":[0.9949707,0.0006473592,0.0002851903,0.0001322918,0.0007021057,0.000027450787,0.00006519961,0.00013192557,0.00303778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909939,0.00017027238,0.004667786,0.0016272307,0.00088537944,0.0016554124],"domain_scores_gemma":[0.9936633,0.0015011362,0.0031299186,0.0007845871,0.00028084614,0.0006401913],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014955949,0.00087690493,0.0024965145,0.0010794592,0.00011083724,0.0001929307,0.001601729,0.0016606059,0.0004734545],"category_scores_gemma":[0.0025147323,0.0010671004,0.00070512225,0.0010422546,0.00082755566,0.0022143328,0.00062857073,0.0019609327,0.00009165584],"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":[0.00057975785,0.00077388977,0.9536993,0.00078233116,0.00037541392,0.000008314404,0.00133497,0.0001087231,0.0031278955,0.036637194,0.00083187764,0.0017403584],"study_design_scores_gemma":[0.0018393255,0.0006000172,0.9540987,0.0028796548,0.0001448065,0.000027890983,0.0018925312,0.0007585191,0.022049395,0.006945718,0.007368339,0.0013950801],"about_ca_topic_score_codex":0.00073184393,"about_ca_topic_score_gemma":0.000007947098,"teacher_disagreement_score":0.054732524,"about_ca_system_score_codex":0.0008525857,"about_ca_system_score_gemma":0.0007694056,"threshold_uncertainty_score":0.99963546},"labels":[],"label_agreement":null},{"id":"W7140508745","doi":"10.18523/2414-9942.11.2025.48-63","title":"Current Trends and Prospects of Ukrainian Return Migration","year":2025,"lang":"","type":"article","venue":"Kyiv-Mohyla Law and Politics Journal","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":1,"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":"Ukrainian; Bureaucracy; Government (linguistics); Social security; Position (finance); Civil society","score_opus":0.015844225801400255,"score_gpt":0.25943891332210023,"score_spread":0.24359468752069996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140508745","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":[0.851302,0.058175955,0.00011199606,0.008141819,0.0047255307,0.00016770125,0.0002576054,0.00001003514,0.07710734],"genre_scores_gemma":[0.9798928,0.015103239,0.00018853931,0.0003494522,0.0008451903,0.0000043316786,0.000018086123,0.000018714218,0.0035796692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783665,0.000060010396,0.0011640396,0.0003577082,0.00007616967,0.0005054417],"domain_scores_gemma":[0.9984962,0.00008850427,0.0006894316,0.00024629693,0.00017671507,0.0003028628],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008442902,0.00027178891,0.0005693927,0.00059768127,0.0004611567,0.00041633978,0.00015348213,0.00020112944,0.0002465577],"category_scores_gemma":[0.000110661575,0.00029958424,0.00013266625,0.00040830133,0.00031794235,0.00035718438,0.00006952138,0.0005076514,0.0000044031112],"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":[0.000031839754,0.00019948935,0.12167583,0.00032302443,0.000114223134,0.000001809842,0.0045155715,0.0000013783467,0.0000101938085,0.8596933,0.0015276525,0.011905674],"study_design_scores_gemma":[0.0015656241,0.00028792076,0.17869703,0.0004629955,0.0001408151,0.00006237272,0.00026930735,0.0010610146,0.00016992271,0.15423171,0.6625758,0.0004754823],"about_ca_topic_score_codex":0.00019466088,"about_ca_topic_score_gemma":0.00017769798,"teacher_disagreement_score":0.7054616,"about_ca_system_score_codex":0.00014612383,"about_ca_system_score_gemma":0.0001868299,"threshold_uncertainty_score":0.99994564},"labels":[],"label_agreement":null},{"id":"W7155606242","doi":"10.5281/zenodo.19771664","title":"Онтаріо [Ontario]","year":2022,"lang":"uk","type":"book-chapter","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":"Identification (biology); Work (physics); Term (time)","score_opus":0.05696853518058688,"score_gpt":0.21048292576221125,"score_spread":0.15351439058162436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155606242","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020307787,0.0006899993,0.00022374174,0.0015067583,0.0015135847,0.00069456623,0.0018678766,0.0003795583,0.99109316],"genre_scores_gemma":[0.14702237,0.0033241727,0.00033520962,0.00067179627,0.0012789483,3.052498e-7,0.021125084,0.008455375,0.81778675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681735,0.00012057872,0.00095695344,0.0011785931,0.00025098337,0.00067553174],"domain_scores_gemma":[0.9973755,0.000033826498,0.0007437386,0.0011145271,0.0004020282,0.0003303813],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015874547,0.0004399038,0.00057727186,0.00079786347,0.0043709604,0.0013792899,0.0018347596,0.00027431513,0.70389557],"category_scores_gemma":[0.00035190245,0.00062134257,0.00025118387,0.0003334597,0.00023166285,0.00047268815,0.002172336,0.0011787968,0.062485684],"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":[0.00012284995,0.00022311548,0.00008763623,0.00014139149,0.00026940138,0.000023544384,0.004180241,0.000037669895,0.0000123689815,0.70754504,0.25574535,0.031611383],"study_design_scores_gemma":[0.0005073948,0.00030066882,0.0016982094,0.000037255602,0.000036511396,0.00006434569,0.00019897165,0.000056162407,0.0000032854834,0.0076216715,0.9888269,0.00064866594],"about_ca_topic_score_codex":0.0013721219,"about_ca_topic_score_gemma":0.000042088675,"teacher_disagreement_score":0.7330815,"about_ca_system_score_codex":0.0018153847,"about_ca_system_score_gemma":0.000024930443,"threshold_uncertainty_score":0.9996574},"labels":[],"label_agreement":null},{"id":"W7155649133","doi":"10.5281/zenodo.19771665","title":"Онтаріо [Ontario]","year":2022,"lang":"uk","type":"book-chapter","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":"Identification (biology); Work (physics); Term (time)","score_opus":0.05696853518058688,"score_gpt":0.21048292576221125,"score_spread":0.15351439058162436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155649133","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020307787,0.0006899993,0.00022374174,0.0015067583,0.0015135847,0.00069456623,0.0018678766,0.0003795583,0.99109316],"genre_scores_gemma":[0.14702237,0.0033241727,0.00033520962,0.00067179627,0.0012789483,3.052498e-7,0.021125084,0.008455375,0.81778675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681735,0.00012057872,0.00095695344,0.0011785931,0.00025098337,0.00067553174],"domain_scores_gemma":[0.9973755,0.000033826498,0.0007437386,0.0011145271,0.0004020282,0.0003303813],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015874547,0.0004399038,0.00057727186,0.00079786347,0.0043709604,0.0013792899,0.0018347596,0.00027431513,0.70389557],"category_scores_gemma":[0.00035190245,0.00062134257,0.00025118387,0.0003334597,0.00023166285,0.00047268815,0.002172336,0.0011787968,0.062485684],"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":[0.00012284995,0.00022311548,0.00008763623,0.00014139149,0.00026940138,0.000023544384,0.004180241,0.000037669895,0.0000123689815,0.70754504,0.25574535,0.031611383],"study_design_scores_gemma":[0.0005073948,0.00030066882,0.0016982094,0.000037255602,0.000036511396,0.00006434569,0.00019897165,0.000056162407,0.0000032854834,0.0076216715,0.9888269,0.00064866594],"about_ca_topic_score_codex":0.0013721219,"about_ca_topic_score_gemma":0.000042088675,"teacher_disagreement_score":0.7330815,"about_ca_system_score_codex":0.0018153847,"about_ca_system_score_gemma":0.000024930443,"threshold_uncertainty_score":0.9996574},"labels":[],"label_agreement":null}]}