{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"0a299d9e1b1e","filters":{"venue":"Market Infrastructure"}},"results":[{"id":"W4285172779","doi":"10.32843/infrastruct63-6","title":"STATE REGULATION OF THE NATIONAL ECONOMY: WORLD EXPERIENCE AGAINST CORRUPTION","year":2022,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Ukrainian Legal and Forensic Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Language change; Legislation; Political science; State (computer science); Power (physics); Order (exchange); Loyalty; Work (physics); Abuse of power; Development economics; Law; Business; Economics; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.01365748928200321,"gpt":0.2609556200008671,"spread":0.2472981307188639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003563985,0.0000635541,0.00008306964,0.00005370962,0.0008282525,0.00002136636,0.0002078013,0.00001739829,0.002213735],"category_scores_gemma":[0.0001107966,0.00005044138,0.00005259233,0.0003963106,0.0003268739,0.0001130306,0.000134565,0.0001281604,0.000001048417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987537,"about_ca_system_score_gemma":0.0001351427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005469644,"about_ca_topic_score_gemma":0.0002470646,"domain_scores_codex":[0.9990509,0.0001651195,0.0001513092,0.0001249227,0.000374954,0.0001328008],"domain_scores_gemma":[0.9995864,0.00006785199,0.0001438801,0.00008010552,0.00009741372,0.00002436203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002742638,0.0000642469,0.1832297,0.00003647479,0.000112815,0.000001835341,0.2914671,0.01001233,0.0008527486,0.07108939,0.3594946,0.08336448],"study_design_scores_gemma":[0.0001188829,0.00000825578,0.3506797,0.00000473796,0.000002989558,7.054018e-7,0.003763398,0.0003737902,0.00004268798,0.02116903,0.623756,0.00007982637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4724178,0.00003904086,0.00001848407,0.001996926,0.0009433733,0.0002334098,0.00006632318,0.00003072503,0.5242539],"genre_scores_gemma":[0.9874453,0.00000459678,0.00009504485,0.000730889,0.0001312787,0.00002505833,0.000004191288,0.000004116506,0.01155951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5150275,"threshold_uncertainty_score":0.9986984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285136565","doi":"10.32843/infrastruct66-5","title":"THE ANALYSIS OF THE MAIN INDICATORS OF INTERNATIONAL TECHNICAL ASSISTANCE OF UKRAINE","year":2022,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Enforcement; Economic growth; Democracy; Business; Economic policy; Economics; Political science; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.004781287861837312,"gpt":0.2019431482037318,"spread":0.1971618603418945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001244163,0.000103084,0.0004232277,0.0003788485,0.0001108309,0.000009514964,0.001171184,0.00006113926,0.004119271],"category_scores_gemma":[0.0003823359,0.00008134614,0.0002838557,0.001154456,0.0003055653,0.00003891327,0.0005041191,0.0002631748,6.330041e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166099,"about_ca_system_score_gemma":0.00003136312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002768749,"about_ca_topic_score_gemma":0.00003162082,"domain_scores_codex":[0.9986008,0.00005789056,0.0008858667,0.000215285,0.0000996585,0.0001404345],"domain_scores_gemma":[0.9978216,0.0002369734,0.001243441,0.0006503998,0.00002679163,0.0000207467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001628234,0.0000775844,0.758938,0.00003214399,0.001789951,9.356206e-7,0.0009955314,0.007554398,0.000198971,0.2153823,0.01251632,0.002351025],"study_design_scores_gemma":[0.0002406406,0.00002277805,0.8013067,0.000004227601,0.00005731043,0.000002241092,0.0001337758,0.002097131,0.0001210283,0.01101919,0.1849013,0.0000936216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637627,0.001157322,0.0002705976,0.001312077,0.001099094,0.0002624773,0.003060281,0.00001226644,0.1290632],"genre_scores_gemma":[0.9982932,0.00007956045,0.000573997,0.00007958837,0.00002833936,0.00001700511,0.00001837789,0.00001146911,0.0008984751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2043631,"threshold_uncertainty_score":0.9967911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203587658","doi":"10.32843/infrastruct55-15","title":"MINING AND METALLURGICAL COMPLEX OF UKRAINE: CURRENT TRENDS AND RESULTS","year":2021,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pig iron; Quarter (Canadian coin); Metallurgy; Business; China; Production (economics); Natural resource economics; Agricultural economics; Geography; Economics; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.02593225158377867,"gpt":0.2468594111445838,"spread":0.2209271595608051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004621089,0.0001760604,0.000531253,0.0001798254,0.00005410941,0.00005032029,0.0001188716,0.0001055481,0.002512039],"category_scores_gemma":[0.0003293429,0.000195963,0.00006639347,0.0001976443,0.0001642837,0.0001010126,0.0002207986,0.0001470639,0.000003502608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002914752,"about_ca_system_score_gemma":0.00001216902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007726631,"about_ca_topic_score_gemma":0.000009117455,"domain_scores_codex":[0.9984999,0.00003002146,0.0007606321,0.0004645202,0.00002965117,0.0002152328],"domain_scores_gemma":[0.9990782,0.0001399636,0.0003440617,0.0003138252,0.00003082486,0.00009316608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008531527,0.0002800626,0.1212549,0.001053653,0.001046207,0.0001743912,0.01447637,0.0003908591,0.0004881283,0.2705531,0.1538181,0.4356112],"study_design_scores_gemma":[0.001648364,0.00005068049,0.2849314,0.00003075175,0.0000166222,0.00009986176,0.0000927169,0.007714918,0.0000476141,0.008629301,0.6964324,0.0003053915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6513853,0.01333306,0.0002200657,0.001672064,0.0006688795,0.00009904993,0.0008891177,0.00003649864,0.3316959],"genre_scores_gemma":[0.9886966,0.0008012787,0.008714186,0.000103377,0.000121571,0.000003488826,0.00008473197,0.00001901958,0.001455792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5426143,"threshold_uncertainty_score":0.9983998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412040346","doi":"10.32782/infrastruct84-11","title":"CURRENT STATE AND PROSPECTS OF THE DEVELOPMENT OF FOREIGN TRADE RELATIONS OF THE UNITED STATES OF AMERICA","year":2025,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"State (computer science); Current (fluid); Political science; International trade; Economics; Geology; Computer science; Oceanography","retraction":null,"screen_n_in":null,"score":{"opus":0.007644763111244671,"gpt":0.2497913532075992,"spread":0.2421465900963545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382074,0.0000526992,0.0001265507,0.00004105015,0.0001302366,0.000004300728,0.0001613182,0.00003063439,0.0000871037],"category_scores_gemma":[0.0001718774,0.00003136969,0.0000422218,0.0004088149,0.0005657699,0.00003099621,0.00006804567,0.00008363521,1.062484e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003650932,"about_ca_system_score_gemma":0.0002343914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763405,"about_ca_topic_score_gemma":0.0001018339,"domain_scores_codex":[0.999315,0.00008703327,0.0003162919,0.00006672022,0.0001107373,0.0001042081],"domain_scores_gemma":[0.9994693,0.000137676,0.0002035183,0.0001127641,0.00005235674,0.00002437638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004113077,0.00008008014,0.6858736,0.0002646261,0.0001559831,2.868958e-8,0.02612921,0.00318823,0.0001416016,0.2514883,0.01159409,0.02104318],"study_design_scores_gemma":[0.0001044948,0.000005503211,0.8413692,0.00007270203,0.00001874451,4.766204e-8,0.001474609,0.0003365119,0.0004257177,0.135351,0.02080998,0.00003152515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613101,0.00007670071,0.0001681796,0.0008421684,0.0001074781,0.0002638237,0.00009751171,0.000003075167,0.037131],"genre_scores_gemma":[0.9991083,0.00003044017,0.000529323,0.00002898087,0.000003901476,0.000002810439,0.000002894787,0.000001629187,0.0002916913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554956,"threshold_uncertainty_score":0.2084603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312973058","doi":"10.32843/infrastruct67-35","title":"DEBT POLICY OF UKRAINE UNDER THE CONDITIONS OF MARITAL STATE","year":2022,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"External debt; Debt; Position (finance); Context (archaeology); State (computer science); Economic policy; Government (linguistics); Financial system; Government debt; Business; Economics; Economy; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.008425640048578147,"gpt":0.2161147327850673,"spread":0.2076890927364892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005545938,0.0001426867,0.0003745985,0.0002709464,0.0001590262,0.0000151892,0.0005005869,0.00004827432,0.01459709],"category_scores_gemma":[0.0001169399,0.0001414799,0.0001330361,0.0003733454,0.000236424,0.00008625239,0.0003482621,0.0002739565,0.00001243538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163465,"about_ca_system_score_gemma":0.00006384818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002661964,"about_ca_topic_score_gemma":0.00001580259,"domain_scores_codex":[0.9987392,0.00005001746,0.0006855182,0.0002371582,0.00005141041,0.0002366497],"domain_scores_gemma":[0.998684,0.0001617076,0.000566802,0.0005176598,0.00002972686,0.00004011303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001034951,0.00009225716,0.03265065,0.00008427984,0.0003277785,0.000003778096,0.003466405,0.01824884,0.0001560499,0.8944051,0.04943101,0.001030316],"study_design_scores_gemma":[0.0008768216,0.0001314744,0.1889435,0.000006400517,0.00001176874,0.00003130881,0.0006812677,0.002088916,0.0001213029,0.595125,0.2117059,0.0002763173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7231393,0.0008191419,0.0002530578,0.002428941,0.0006401314,0.0003450953,0.005624677,0.00002688336,0.2667228],"genre_scores_gemma":[0.9954985,0.00005511337,0.0004239132,0.0005916992,0.0001069405,0.00002933332,0.00006743616,0.00002711407,0.003199953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2992801,"threshold_uncertainty_score":0.9863037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416259796","doi":"10.32782/infrastruct86-11","title":"CHARACTERISTICS OF MODELS FOR ASSESSING THE FINANCIAL STABILITY OF BANKS: DOMESTIC AND FOREIGN EXPERIENCE","year":2025,"lang":"","type":"article","venue":"Market Infrastructure","topic":"Banking, Crisis Management, COVID-19 Impact","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Systemic risk; Asset (computer security); Market liquidity; Context (archaeology); Stress test; Financial stability; Financial crisis; Recapitalization; Stock exchange; Capital adequacy ratio","retraction":null,"screen_n_in":null,"score":{"opus":0.01817230120741998,"gpt":0.2853201201740347,"spread":0.2671478189666148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091451,0.0003840736,0.0006935763,0.00005177315,0.0004345146,0.0002250219,0.0007520026,0.0002834255,0.0005375365],"category_scores_gemma":[0.002137214,0.0001658516,0.0002133487,0.0006989701,0.0008614894,0.0004487598,0.0004882684,0.0002750501,8.86026e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007639251,"about_ca_system_score_gemma":0.0001234169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033313,"about_ca_topic_score_gemma":0.00002605485,"domain_scores_codex":[0.9973819,0.0002796754,0.0009077939,0.0005907898,0.0003401585,0.0004997435],"domain_scores_gemma":[0.9969211,0.001572952,0.0008009261,0.0003215802,0.0003036305,0.00007976065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009964627,0.0002836314,0.3142687,0.003351116,0.0002001553,0.000003302335,0.004145002,0.0002442301,0.01945384,0.01993113,0.004622333,0.6325001],"study_design_scores_gemma":[0.0003379066,0.0001905814,0.9208263,0.0002345271,0.0001610766,0.0000020737,0.001614444,0.01514441,0.0005645764,0.05896148,0.001710347,0.0002522586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863804,0.0004030738,0.008496998,0.0006256539,0.0004484969,0.001205095,0.0003461311,0.00001714532,0.002077002],"genre_scores_gemma":[0.9983062,0.0002114264,0.0007748075,0.0004591,0.0001259082,0.00004339259,0.00001582643,0.000003296289,0.00006002738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6322479,"threshold_uncertainty_score":0.676323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410621157","doi":"10.32782/infrastruct82-45","title":"GLOBAL MARKETPLACES IN THE DIGITAL ECONOMY AS A DRIVER OF UKRAINIAN EXPORT DEVELOPMENT AND BUSINESS GROWTH","year":2025,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Business; Digital economy; International trade; Commerce; Economic system; Economics; Computer science; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.005644295476871259,"gpt":0.1972837488769936,"spread":0.1916394534001223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006019908,0.0002209068,0.0004351884,0.0002221309,0.00006331311,0.0001400077,0.0004427512,0.000141494,0.0005368938],"category_scores_gemma":[0.0002788521,0.0002075042,0.00004855227,0.0004458993,0.0001840973,0.0002761571,0.0001946936,0.0001327791,0.0000158044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737247,"about_ca_system_score_gemma":0.00009979455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004632063,"about_ca_topic_score_gemma":0.00003430218,"domain_scores_codex":[0.9985443,0.00002141029,0.0007300932,0.0004077276,0.00002956561,0.0002668718],"domain_scores_gemma":[0.9991981,0.0001307962,0.0002748272,0.0003206782,0.00003695441,0.0000386447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009780843,0.00004350549,0.8460426,0.0001817864,0.0001110635,0.00001359008,0.003586233,0.00002360658,2.18181e-7,0.1326444,0.004819304,0.01243588],"study_design_scores_gemma":[0.0004802026,0.00001010468,0.586749,0.00003022176,0.000003228665,0.00001485987,0.0002049745,0.00009573506,0.000004058179,0.06142304,0.3508244,0.0001602321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5142815,0.0004059504,0.00005436475,0.0004220801,0.0001715219,0.0001767989,0.00006562169,0.00001016299,0.484412],"genre_scores_gemma":[0.99681,0.00005985486,0.001424358,0.000642693,0.00004408454,0.00002730556,0.00002092121,0.00001101422,0.0009597571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4834523,"threshold_uncertainty_score":0.8461778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237888541","doi":"10.32843/infrastruct52-1","title":"WORLD EXPERIENCE IN FORECASTING AND PLANNING SOCIO-ECONOMIC DEVELOPMENT IN THE PROCESS OF DEVELOPING A \"WELFARE STATE\"","year":2021,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Developing country; Economics; Economic planning; Scale (ratio); Welfare; Government (linguistics); Business; Economic growth; Market economy; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02895740285850677,"gpt":0.2994570097892142,"spread":0.2704996069307075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006230138,0.0001159888,0.0001948622,0.0001178209,0.0002474978,0.00005812605,0.0002912031,0.00009279804,0.0002525641],"category_scores_gemma":[0.0002602683,0.00009421282,0.00001436384,0.0003560617,0.0001951862,0.0001484407,0.000116147,0.0002272472,4.521323e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315098,"about_ca_system_score_gemma":0.0004086586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006396059,"about_ca_topic_score_gemma":0.001672358,"domain_scores_codex":[0.9988536,0.00009716734,0.0003741189,0.0002551203,0.0001189352,0.00030105],"domain_scores_gemma":[0.9995797,0.0001513919,0.000126863,0.00008765834,0.00002596166,0.00002848173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001660098,0.000009341454,0.7992199,0.00005550438,0.00001034757,0.00004580631,0.136456,0.0001857888,0.000003433496,0.01313689,0.00009762467,0.05076273],"study_design_scores_gemma":[0.0003019079,0.000003914993,0.8330347,0.0001980403,0.000001448122,0.000007001166,0.1224046,0.0001484296,0.0001812285,0.0213784,0.02210333,0.0002370599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792129,0.0001059288,0.00005227995,0.0007567338,0.0001006167,0.0001504236,0.000002132201,0.00001786009,0.01960108],"genre_scores_gemma":[0.9941384,0.00002428702,0.005503163,0.0001514,0.0000170298,0.00003844368,0.000002536457,0.000005584374,0.0001191638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05052567,"threshold_uncertainty_score":0.3841887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205629722","doi":"10.32843/infrastruct57-12","title":"SPECIFIC FEATURES OF DECENTRALIZATION PROCESS DEVELOPMENT IN UKRAINE: MODERN ASPECTS","year":2021,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Decentralization; Business; Ukrainian; Political science; Economic growth; Public administration; Economic policy; Economic system; Economics; Market economy","retraction":null,"screen_n_in":null,"score":{"opus":0.01043287061146327,"gpt":0.2114397955406862,"spread":0.2010069249292229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002920379,0.000190052,0.0004324133,0.0002195154,0.00004430239,0.00004431992,0.0002415291,0.0001605561,0.003041719],"category_scores_gemma":[0.000178273,0.000231863,0.00005476834,0.000386524,0.0000469433,0.0001596221,0.00007958324,0.0001954052,0.00002020958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053373,"about_ca_system_score_gemma":0.00008713071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000801546,"about_ca_topic_score_gemma":0.00004657606,"domain_scores_codex":[0.9984514,0.00002190409,0.000727576,0.0004490872,0.00005023733,0.0002997811],"domain_scores_gemma":[0.9991899,0.00003950567,0.0003106188,0.0003364882,0.00006738443,0.00005617837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003217997,0.0004875104,0.5117761,0.001349281,0.0003737087,0.0001978264,0.03979703,0.02120107,0.001277237,0.3435412,0.02643961,0.05323752],"study_design_scores_gemma":[0.001623623,0.00002341022,0.5923738,0.000124629,0.000004665069,0.00004935461,0.0002021873,0.00249778,0.01273665,0.2069169,0.1827625,0.0006844985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6749246,0.006801788,0.001850456,0.0002629394,0.0007268208,0.0002783842,0.00008526767,0.00004020607,0.3150296],"genre_scores_gemma":[0.9928565,0.0003255131,0.005589868,0.0001326543,0.00008901794,0.0000123752,0.0000801503,0.00003125161,0.000882675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.317932,"threshold_uncertainty_score":0.9978696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247681329","doi":"10.32843/infrastruct52-7","title":"WORLD TRENDS AND UKRAINIAN REALITIES OF THE STARTUP MARKET","year":2021,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Investment (military); Business; Venture capital; Attractiveness; Productivity; Entrepreneurship; Domestic market; Market economy; Economic policy; International trade; Economic growth; Finance; Economics; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01085555136466735,"gpt":0.2010526423581182,"spread":0.1901970909934509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004883884,0.0001933885,0.0004488225,0.0002037931,0.00009516381,0.00006396128,0.000299174,0.0001117944,0.02040788],"category_scores_gemma":[0.0002357751,0.0001817939,0.0001256358,0.0004222856,0.0002270171,0.0001259685,0.0002778039,0.0002401426,0.00000733567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007240573,"about_ca_system_score_gemma":0.00003167569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004349627,"about_ca_topic_score_gemma":0.0002547244,"domain_scores_codex":[0.9986371,0.00005934611,0.0006010632,0.000387172,0.00004070511,0.0002746321],"domain_scores_gemma":[0.998727,0.0001364425,0.0003444128,0.0006901646,0.00003505253,0.00006689906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001476802,0.00006484419,0.3933284,0.0003660472,0.0004446303,0.00002514293,0.01522805,0.00009325731,0.0000507616,0.298645,0.2636619,0.02794424],"study_design_scores_gemma":[0.0003227126,0.00001095812,0.3236937,0.00002232299,0.000007179798,0.00001688743,0.0001321156,0.0003532173,0.00008141486,0.03807995,0.6371127,0.0001668187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1657866,0.001860751,0.00001266288,0.002352769,0.0008434996,0.00007344247,0.000701161,0.00002237748,0.8283467],"genre_scores_gemma":[0.9129142,0.0002027394,0.001634904,0.0006890222,0.0001782171,0.000007612191,0.000016653,0.00003063383,0.084326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7471277,"threshold_uncertainty_score":0.9804876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203210186","doi":"10.32843/infrastruct55-11","title":"STRATEGIC ASPECTS OF RECONSTRUCTION OF ECONOMIC RESILIENCE OF UKRAINIAN ENTERPRISES IN CONDITIONS OF CORONAVIRUS CRISIS","year":2021,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Pandemic; Economic stability; Coronavirus disease 2019 (COVID-19); Economic recovery; Sustainability; Business; Economic policy; Coronavirus; Quarter (Canadian coin); Development economics; Economic system; Political science; Economic growth; Economics; Geography; Medicine; Macroeconomics","retraction":null,"screen_n_in":null,"score":{"opus":0.02019477021406242,"gpt":0.2541736604727537,"spread":0.2339788902586913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003979656,0.0001771331,0.0008718274,0.0004037998,0.00001988047,0.000008762429,0.0002967794,0.0001765756,0.005758327],"category_scores_gemma":[0.0001829258,0.0002290454,0.0001639055,0.0002644118,0.0003275226,0.0001946351,0.00009232892,0.0001710989,0.000006236414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409348,"about_ca_system_score_gemma":0.0001567388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003095453,"about_ca_topic_score_gemma":0.0002527396,"domain_scores_codex":[0.9977115,0.00005430775,0.001607004,0.0003824029,0.00003987908,0.0002049003],"domain_scores_gemma":[0.9974236,0.0001647817,0.001741865,0.0005414247,0.00008177002,0.00004649484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003240405,0.0002770492,0.6471127,0.001099958,0.0003977819,0.0000171056,0.006452465,0.009964877,0.006827142,0.3245753,0.00049216,0.002459323],"study_design_scores_gemma":[0.00228687,0.0002964505,0.5528702,0.0003569854,0.00003971618,0.00008890653,0.003621963,0.002518837,0.0455392,0.3902248,0.001603533,0.0005525441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728114,0.0007149655,0.00002614361,0.0000535111,0.0004399696,0.0001301774,0.001258165,0.000006067587,0.1245596],"genre_scores_gemma":[0.9976206,0.000348269,0.001837078,0.00002134932,0.00003289217,0.00000619937,0.00003173265,0.00001852859,0.00008334566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248092,"threshold_uncertainty_score":0.9951506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170997277","doi":"10.32843/infrastruct53-22","title":"PUBLIC FINANCES OF UKRAINE IN THE CONDITIONS OF THE COVID-19 PANDEMIC","year":2021,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Solvency; Context (archaeology); Pandemic; Gross domestic product; Business; Population; Financial crisis; Coronavirus disease 2019 (COVID-19); China; Reputation; Economic policy; Economics; Development economics; Economic growth; Market liquidity; Finance; Political science; Geography; Macroeconomics; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.0638553462099738,"gpt":0.2612968459592941,"spread":0.1974414997493203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009946588,0.0001302004,0.0003812175,0.0001252153,0.00008053514,0.00002712861,0.0006518278,0.0001254435,0.004330695],"category_scores_gemma":[0.001864489,0.00009959235,0.000137036,0.0005674374,0.0002991207,0.0001146126,0.0001494106,0.0002672093,0.000007010738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083097,"about_ca_system_score_gemma":0.0001448597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007791079,"about_ca_topic_score_gemma":0.0002289429,"domain_scores_codex":[0.9986556,0.0001082861,0.0007141388,0.0002626098,0.00004698251,0.0002124203],"domain_scores_gemma":[0.9983042,0.0004021206,0.0005255169,0.0006875556,0.00004265023,0.00003797836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001163146,0.00004824933,0.7769539,0.0001128469,0.00004904121,0.000004511609,0.002772818,0.0005697562,0.0000524304,0.1943835,0.02471336,0.0003279888],"study_design_scores_gemma":[0.0006205963,0.00001741944,0.4233204,0.00001553015,0.000006038514,0.00005075955,0.0003601833,0.0002736391,0.00005011731,0.1767502,0.3983955,0.0001396305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833068,0.002809988,0.0001349156,0.006962654,0.0006408043,0.0003002511,0.001152072,0.00001519258,0.1549162],"genre_scores_gemma":[0.9965455,0.0003078343,0.0002767571,0.002020107,0.00007245773,0.00002050704,0.00003149321,0.00001150364,0.0007138251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3736821,"threshold_uncertainty_score":0.9965795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376613158","doi":"10.32782/infrastruct68-42","title":"ANALYSIS OF THE APPLICATION BY THE NATIONAL BANK OF UKRAINE OF THE MAIN TOOLS AND LEVERS OF MONETARY AND CREDIT POLICY","year":2022,"lang":"en","type":"article","venue":"Market Infrastructure","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"National bank; Legislation; Monetary policy; Interest rate; Economics; Loan; Bond; Business; Open market operation; Monetary economics; Exchange rate; Financial system; Macroeconomics; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.009489467167165002,"gpt":0.2064469696966011,"spread":0.1969575025294361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007420239,0.00008974921,0.0003301372,0.0001702435,0.00008386372,0.00000683743,0.0004054815,0.0000489658,0.0004644384],"category_scores_gemma":[0.0002466243,0.00006428733,0.0001125607,0.0006420826,0.0003008007,0.00005337026,0.000309727,0.0001362817,7.797024e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006612705,"about_ca_system_score_gemma":0.00003007664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002374078,"about_ca_topic_score_gemma":0.00002181155,"domain_scores_codex":[0.9990717,0.00005762661,0.0005253015,0.0001772709,0.00007989897,0.00008825289],"domain_scores_gemma":[0.9985896,0.0002160968,0.0007940406,0.0003526048,0.00003333416,0.00001427097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002148684,0.0001279833,0.7524848,0.0002629542,0.002726458,1.155197e-7,0.008256398,0.0489835,0.002397977,0.1471366,0.03049434,0.006914052],"study_design_scores_gemma":[0.0003716003,0.00003032868,0.9301229,0.000003960763,0.00008751811,0.000003094418,0.0002150318,0.01832563,0.000309679,0.02122318,0.02921408,0.00009299237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780284,0.0008388973,0.00007704989,0.001403647,0.00008121296,0.0002791627,0.005479679,0.000002236678,0.01380974],"genre_scores_gemma":[0.9992108,0.00007725963,0.0001380299,0.0002047982,0.00003125624,0.0000136903,0.00003350123,0.000007509323,0.0002831787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1776381,"threshold_uncertainty_score":0.5085275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}