{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":93,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":93,"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","author_layer_release":"2026-06-26"},"query_hash":"f32d4b3dacb3","filters":{"topic":"Agriculture Market Analysis Ukraine"}},"results":[{"id":"W2997304332","doi":"10.5430/rwe.v10n4p97","title":"Sustainable Development of Agricultural Sector: Democratic Profile Impact Among Developing Countries","year":2019,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministry of Education and Science of Ukraine","keywords":"Democracy; Food security; Authoritarianism; Sustainable development; Politics; Economics; Development economics; Democratization; Agriculture; Developing country; Economic system; Political science; Economic growth; Geography","authors":[{"name":"Oleksii Lyulyov","is_ca":false},{"name":"Tetyana Pimonenko","is_ca":false},{"name":"Nataliya Stoyanets","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02626015181916549,"gpt":0.2816983087885007,"spread":0.2554381569693351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320526,0.0001213283,0.0001423649,0.0008830922,0.0005895894,0.001706678,0.0001045004,0.0001759837,0.003504309],"category_scores_gemma":[0.003260134,0.00009308112,0.0002631113,0.001582925,0.000478479,0.0009313812,0.001364074,0.0004450103,0.0001845507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007975032,"about_ca_system_score_gemma":0.0007264225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107522,"about_ca_topic_score_gemma":0.003281604,"domain_scores_codex":[0.9992284,0.0003000397,0.00005160458,0.00009571636,0.0001326289,0.0001916818],"domain_scores_gemma":[0.9977505,0.0007428711,0.0007330248,0.000123545,0.0003536257,0.0002964443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255625,0.0001359361,0.9211376,0.0001516887,0.00009865525,0.0002801112,0.00442726,0.001303046,0.0008958372,0.005874282,0.00115694,0.06441302],"study_design_scores_gemma":[0.000008114579,0.0001722306,0.9758279,0.00009110742,0.00004495146,0.0001934087,0.009924623,0.000905555,0.0006271747,0.002548112,0.009640595,0.00001617587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752735,0.000701088,0.0004747668,0.0007896155,0.00001624938,0.00002377872,0.000230244,0.000006908778,0.0224838],"genre_scores_gemma":[0.9988943,0.0002806656,0.0001028908,0.00003289483,0.000004588746,0.000003124101,0.00005712294,0.000001201668,0.0006231759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003504309,"threshold_uncertainty_score":0.0117231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883108897","doi":"10.21511/im.14(2).2018.01","title":"Biogas as an alternative energy resource for Ukrainian companies: EU experience","year":2018,"lang":"en","type":"article","venue":"Innovative Marketing","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Ministry of Education and Science of Ukraine","keywords":"Biogas; Renewable energy; Tariff; Profit (economics); Business; Agricultural science; Agriculture; Agricultural economics; Electricity; Market penetration; Environmental economics; Waste management; Economics; Environmental science; Engineering; Marketing; International trade; Geography","authors":[{"name":"Yuri Yevdokimov","is_ca":true},{"name":"Olena Chygryn","is_ca":false},{"name":"Tetyana Pimonenko","is_ca":false},{"name":"Oleksii Lyulyov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02529622041252441,"gpt":0.2720838381452598,"spread":0.2467876177327354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001297731,0.0001494705,0.0001334647,0.0003615271,0.0006123243,0.001912644,0.0002731906,0.0004272431,0.0008909017],"category_scores_gemma":[0.0007619035,0.00007585454,0.0001879472,0.0005388324,0.0005201612,0.001265737,0.001067784,0.0004305883,0.0001179045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945705,"about_ca_system_score_gemma":0.001367448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006428346,"about_ca_topic_score_gemma":0.005998962,"domain_scores_codex":[0.9995659,0.0001360767,0.00002742409,0.00005063138,0.000111041,0.0001088725],"domain_scores_gemma":[0.9996025,0.0001435013,0.0000722679,0.00003034179,0.00009455527,0.00005688831],"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":[0.001311357,0.001485578,0.2429971,0.001973512,0.0002605273,0.03189903,0.04564713,0.02862785,0.02908905,0.2049033,0.009979084,0.4018266],"study_design_scores_gemma":[0.0000577411,0.0016286,0.3105622,0.0009575217,0.0001348337,0.006150499,0.1222867,0.01383466,0.05443437,0.008362935,0.4814587,0.0001311463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977625,0.002036269,0.00057205,0.0006005155,0.00001377008,0.000008610597,0.00005121516,0.000007487846,0.01908513],"genre_scores_gemma":[0.995962,0.001301107,0.0003147977,0.00008267127,0.000003532493,0.000001862876,0.00004626823,0.000004505984,0.00228329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006428346,"threshold_uncertainty_score":0.01411712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318817281","doi":"10.56093/ijas.v87i6.71023","title":"Entrepreneurial behaviour and socio economic analysis of mushroom growers in Karnataka","year":2017,"lang":"en","type":"article","venue":"The Indian Journal of Agricultural Sciences","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Multiple Sclerosis Scientific Research Foundation","keywords":"Mushroom; Entrepreneurship; Population; Need for achievement; Regression analysis; Marketing; Business; Psychology; Biology; Sociology; Social psychology; Mathematics; Statistics; Food science; Demography","authors":[{"name":"Mahantesh Shirur","is_ca":false},{"name":"N S SHIVALINGEGOWDA","is_ca":false},{"name":"M. J. Chandregowda","is_ca":false},{"name":"Rajesh K. Rana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01155949157367705,"gpt":0.2313518834055208,"spread":0.2197923918318437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002058839,0.0001019362,0.0001328411,0.0006565186,0.0008491065,0.000588535,0.0001755379,0.0002320446,0.001493286],"category_scores_gemma":[0.000548951,0.0001501186,0.0002067039,0.0005558978,0.0003721304,0.0002621823,0.0004219474,0.0003796722,0.0001869016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003455499,"about_ca_system_score_gemma":0.0004774291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01904329,"about_ca_topic_score_gemma":0.04454417,"domain_scores_codex":[0.9998795,0.00002773436,0.000009390198,0.00001557241,0.00002294904,0.00004474467],"domain_scores_gemma":[0.9995052,0.00009002895,0.0001821216,0.00001354123,0.0000407257,0.0001682947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003060339,0.0001797003,0.9913175,0.00001158912,0.00001184753,0.0003979506,0.005219543,0.00004872006,0.0006243089,0.00008183904,0.0000890322,0.001987471],"study_design_scores_gemma":[9.506877e-7,0.00006084193,0.9889458,0.000006448692,0.000004591073,0.0001076065,0.01047567,0.0001340039,0.00004395867,0.00002151832,0.0001945535,0.000004061356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997609,0.00001020463,0.000004502831,0.00002941658,6.191792e-7,0.000002280142,0.00001670981,1.750955e-7,0.000175214],"genre_scores_gemma":[0.9996471,0.00003888635,0.0000184598,0.00001258519,9.071359e-7,0.000003227934,0.00002427239,2.399521e-7,0.0002541449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01904329,"threshold_uncertainty_score":0.03786492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307271563","doi":"10.3389/frfst.2022.1040396","title":"Ukraine as a food and grain hub: Impact of science and technology development on food security in the world","year":2022,"lang":"en","type":"article","venue":"Frontiers in Food Science and Technology","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Food security; Food processing; Business; Food safety; Ukrainian; Natural resource economics; Food systems; Production (economics); Agricultural economics; Political science; Agriculture; Economics; Geography; Food science; Biology","authors":[{"name":"Maksym Bazhal","is_ca":false},{"name":"Tatiana Koutchma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007114749698832467,"gpt":0.2169259853675571,"spread":0.2098112356687246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004179645,0.0001807325,0.0001622528,0.0005726126,0.0008566831,0.002385504,0.000174213,0.0004375558,0.00299323],"category_scores_gemma":[0.0002823036,0.00006240096,0.0001717713,0.000784838,0.0006876647,0.001250066,0.001099825,0.000569248,0.0004264344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064244,"about_ca_system_score_gemma":0.00485152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00498947,"about_ca_topic_score_gemma":0.004215778,"domain_scores_codex":[0.9997519,0.00005328633,0.00001420334,0.00003248189,0.00007198284,0.00007625057],"domain_scores_gemma":[0.9997291,0.00006901528,0.00006856537,0.0000169076,0.00006841599,0.00004797703],"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":[0.0003361263,0.0002045348,0.04320767,0.003307923,0.0001118317,0.004006203,0.006864743,0.002385468,0.02597847,0.2687099,0.03302917,0.611858],"study_design_scores_gemma":[0.000008221607,0.0002098627,0.0796567,0.001026694,0.00005944012,0.001542809,0.008285414,0.0009010289,0.008809552,0.02866023,0.8708003,0.00003978784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4901685,0.1929189,0.005120167,0.05290275,0.001013741,0.00004963561,0.0009004071,0.0002792561,0.2566468],"genre_scores_gemma":[0.8734748,0.0940831,0.003546117,0.002996557,0.0001890632,0.00001936461,0.0003080604,0.00004430659,0.02533865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00498947,"threshold_uncertainty_score":0.01497722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198154496","doi":"10.5267/j.ijdns.2021.7.004","title":"The analysis of factors affecting the household savings as a part of food security management","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Purchasing power; Food security; Business; Government (linguistics); Investment (military); Purchasing; Agriculture; Economics; Public economics; Economic growth; Politics; Marketing","authors":[{"name":"Gelena Pruntseva","is_ca":false},{"name":"Stepan A. Davymuka","is_ca":false},{"name":"Valentyna Yakubiv","is_ca":false},{"name":"Taras Vasyltsiv","is_ca":false},{"name":"Iryna Anhelko","is_ca":false},{"name":"Inna Irtyshcheva","is_ca":false},{"name":"Yuliia Maksymiv","is_ca":false},{"name":"Iryna Hryhoruk","is_ca":false},{"name":"Rostyslav Bilyk","is_ca":false},{"name":"Nazariy Popadynets","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02617451396242494,"gpt":0.2600501612324332,"spread":0.2338756472700083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007301494,0.0002300443,0.000226699,0.000887243,0.0003662893,0.001460451,0.0002358896,0.0002739483,0.003424979],"category_scores_gemma":[0.002667486,0.00008962283,0.0002616739,0.00144004,0.0002392768,0.0009807579,0.0004493951,0.0004062169,0.0003260442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134055,"about_ca_system_score_gemma":0.0009055742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00842065,"about_ca_topic_score_gemma":0.008664669,"domain_scores_codex":[0.9995449,0.0001535805,0.00003009569,0.00005240035,0.0001182698,0.0001006585],"domain_scores_gemma":[0.9981876,0.0008045771,0.0004474158,0.00005263636,0.0004151094,0.00009259066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002365703,0.0001822677,0.830607,0.000348613,0.0002120046,0.001070676,0.002473496,0.02136539,0.001815109,0.02043734,0.006668789,0.1145827],"study_design_scores_gemma":[0.000004250961,0.0001154012,0.9317976,0.0001639769,0.00008656991,0.0003480719,0.009363932,0.0325745,0.001354887,0.009771008,0.01438318,0.00003672197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722744,0.001798789,0.006704256,0.002534259,0.00004376168,0.0001032034,0.002050155,0.00003175743,0.01445948],"genre_scores_gemma":[0.9962344,0.0004507762,0.001126955,0.00003167413,0.00001201101,0.00001851229,0.000425082,0.000004162063,0.00169655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00842065,"threshold_uncertainty_score":0.01674324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118282398","doi":"10.5267/j.ac.2021.1.002","title":"Factor determinants of the consumer market development","year":2021,"lang":"en","type":"article","venue":"Accounting","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Business; Econometrics; Regression analysis; Industrial organization; Economics; Mathematics; Statistics","authors":[{"name":"Svitlana Shults","is_ca":false},{"name":"Nazariy Popadynets","is_ca":false},{"name":"Iryna Bilyk","is_ca":false},{"name":"Dmytro Teslya","is_ca":false},{"name":"Nataliya Kosar","is_ca":false},{"name":"Олена Карпій","is_ca":false},{"name":"N. Kubrak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0125606977025713,"gpt":0.204046840028193,"spread":0.1914861423256217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003863478,0.0001407515,0.0001190834,0.0009964131,0.0002117696,0.0008568983,0.0001190294,0.0001465718,0.006207428],"category_scores_gemma":[0.001959985,0.00007555458,0.0002620439,0.001003079,0.0004215255,0.0003989945,0.0003946368,0.0002632556,0.0002454375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009750949,"about_ca_system_score_gemma":0.001041655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01815337,"about_ca_topic_score_gemma":0.01520497,"domain_scores_codex":[0.9998388,0.00004418145,0.00000734197,0.00002521585,0.00003854784,0.00004588167],"domain_scores_gemma":[0.9985145,0.0007609061,0.0003229138,0.00007237785,0.0001989229,0.0001303691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009073,0.00008497705,0.9527932,0.00004880166,0.0001047727,0.0004080718,0.0005930768,0.004788176,0.001490326,0.0174169,0.0006369397,0.02153375],"study_design_scores_gemma":[0.000003347938,0.00003334754,0.9849514,0.00001345533,0.0000332647,0.0001020377,0.0009186229,0.006919653,0.0004858833,0.003079567,0.003450901,0.000008343542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909769,0.0001737905,0.0008810547,0.0001942388,0.000003252093,0.0000201275,0.0003454052,0.00001690557,0.0073882],"genre_scores_gemma":[0.9992112,0.00004593883,0.0001018736,0.000002551407,0.000001848932,0.000002770028,0.00005956771,0.000001591452,0.0005725562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815337,"threshold_uncertainty_score":0.03609538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366825715","doi":"10.3390/jrfm16050255","title":"Analysis of Trends in Mortgage Lending in the Agricultural Sector of Ukraine","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Loan; Agriculture; Business; Agrarian society; Product (mathematics); Capital (architecture); Hierarchy; Financial system; Finance; Economics; Market economy","authors":[{"name":"Iryna Perevozova","is_ca":false},{"name":"Oksana Malynka","is_ca":false},{"name":"Віталій Ніценко","is_ca":false},{"name":"Halyna Kryshtal","is_ca":false},{"name":"Viktoriia Kostiuk","is_ca":false},{"name":"Vitaliia Mishchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01071273447232403,"gpt":0.2145202022573071,"spread":0.203807467784983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005315882,0.00007329418,0.0001820884,0.001644079,0.0002029606,0.0004810844,0.0001540941,0.0001190638,0.0005182442],"category_scores_gemma":[0.001441149,0.00007626513,0.0001433186,0.001543356,0.0001613494,0.0003569359,0.0003085427,0.0001812061,0.0001355226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005293064,"about_ca_system_score_gemma":0.0006408896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295717,"about_ca_topic_score_gemma":0.01234685,"domain_scores_codex":[0.9997604,0.00004878124,0.00003887904,0.00005126975,0.00006162599,0.00003908723],"domain_scores_gemma":[0.9986132,0.0002343714,0.0006057891,0.00006201972,0.0003936768,0.00009089111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004321642,0.00002134566,0.9799849,0.00004259863,0.0000256706,0.0002302269,0.001852859,0.0005147829,0.001174286,0.0004684372,0.0003577978,0.01528397],"study_design_scores_gemma":[5.37226e-7,0.0000149758,0.9970355,0.00000724409,0.000005149425,0.00009857729,0.0007704069,0.0007697797,0.00023343,0.00005195208,0.00101017,0.000002275289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987475,0.0001241227,0.0001425249,0.00003929189,0.000001260255,0.00000385158,0.0003426944,0.000009291747,0.0005894534],"genre_scores_gemma":[0.9985974,0.0001617269,0.0002590011,0.000007529562,0.000003039469,0.000005232469,0.0004975181,0.000003051793,0.0004654414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295717,"threshold_uncertainty_score":0.02576345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902124594","doi":"10.31073/abg.54.03","title":"DURATION AND EFFECTIVENESS OF LIFETIME USE OF DAIRY COWS DEPENDENDING ON THEIR FATHER'S COUNTRY ORIGIN","year":2017,"lang":"en","type":"article","venue":"Animal Breeding and Genetics","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Animal science; Longevity; Biology; Duration (music); Dairy cattle; Lactation; Demography; Art; Sociology","authors":[{"name":"Ye. I. Fedorovych","is_ca":false},{"name":"V. V. Fedorovych","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03085543452568595,"gpt":0.2423918735412351,"spread":0.2115364390155492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004040335,0.00008403401,0.0001262235,0.0004432958,0.0002066755,0.0003637307,0.0001765834,0.0001000638,0.001049598],"category_scores_gemma":[0.0009788782,0.00005810701,0.0001475376,0.0002858434,0.0001168137,0.0001808095,0.0002619864,0.000116464,0.0001700703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809035,"about_ca_system_score_gemma":0.0001271759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029467,"about_ca_topic_score_gemma":0.005258983,"domain_scores_codex":[0.9997426,0.00007282713,0.00002857069,0.00007138911,0.00004553521,0.00003902481],"domain_scores_gemma":[0.998925,0.0002205966,0.0005387097,0.00009140687,0.0001049922,0.0001192336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001991706,0.00004208802,0.9798993,0.00002319496,0.0000560763,0.00009096268,0.0003798561,0.00008468238,0.003659835,0.00004313252,0.00008198396,0.01543969],"study_design_scores_gemma":[5.65942e-7,0.00008738023,0.9988477,0.000005006785,0.00001309486,0.0001433035,0.0001942218,0.00004933711,0.0002914791,0.00000985672,0.0003560599,0.00000192734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987955,0.0003407136,0.00006519647,0.000007781568,0.000001537603,0.00000158579,0.0002233651,0.000001661408,0.0005625593],"genre_scores_gemma":[0.9985552,0.0002728868,0.0001088396,0.000007876904,0.000003314768,0.000003723903,0.0003968099,0.000001910173,0.0006492989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002029467,"threshold_uncertainty_score":0.004035354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785363140","doi":"10.15406/ijawb.2017.02.00038","title":"Strategic Development Planning for Agricultural Development and the Integration of other Domains Important for the Territory","year":2017,"lang":"en","type":"article","venue":"International Journal of Avian & Wildlife Biology","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Agriculture; Development (topology); Business; Agricultural development; Environmental planning; Process management; Environmental resource management; Geography; Environmental science; Archaeology; Mathematics","authors":[{"name":"Christopher Bryant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04082285065555292,"gpt":0.2910127376241267,"spread":0.2501898869685737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003445048,0.0004142914,0.0002526632,0.001344408,0.003618899,0.00724237,0.0007125621,0.001303997,0.009224236],"category_scores_gemma":[0.002849228,0.0002288411,0.0003602614,0.002535026,0.007453687,0.003540102,0.005598018,0.002301699,0.0007936819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007918035,"about_ca_system_score_gemma":0.02076107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285927,"about_ca_topic_score_gemma":0.03132347,"domain_scores_codex":[0.9968444,0.00162396,0.000128918,0.0002097742,0.0006298032,0.0005631576],"domain_scores_gemma":[0.9982585,0.0004872652,0.000204409,0.0001429225,0.0004334682,0.0004733472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001091744,0.00003090832,0.0008865191,0.0001280667,0.00000919815,0.0002860702,0.004552957,0.001344576,0.0003977897,0.9332979,0.004976256,0.05407882],"study_design_scores_gemma":[0.00001019257,0.00007223288,0.004939051,0.000438578,0.00001243697,0.0003470043,0.01738669,0.001655729,0.0004185663,0.4510158,0.5236719,0.00003194798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02529327,0.002103887,0.07512553,0.01411689,0.0003262598,0.0005152485,0.0001140188,0.00006051466,0.8823443],"genre_scores_gemma":[0.8237135,0.002609133,0.07653008,0.001412946,0.00008624731,0.0005852972,0.0002551055,0.00005182556,0.09475587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01285927,"threshold_uncertainty_score":0.05744958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230150466","doi":"10.21003/ea.v187-06","title":"Perspectives of Ukrainian bioenergy development: estimation by means of cluster analysis and marketing approach","year":2021,"lang":"en","type":"article","venue":"Economic Annals-ХХI","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bioenergy; Ukrainian; Energy security; Population; Business; Energy mix; Environmental economics; Economics; Engineering; Renewable energy; Electricity generation; Sociology","authors":[{"name":"Julia Galchynska","is_ca":false},{"name":"Yaroslava Larina","is_ca":false},{"name":"Olga Varchenko","is_ca":false},{"name":"Nataliya Struk","is_ca":false},{"name":"Olena Hryshchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01061864747808375,"gpt":0.2068505176987313,"spread":0.1962318702206475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006712734,0.0003681503,0.0002858892,0.00343707,0.000580181,0.001685731,0.0003747584,0.0003125952,0.001248437],"category_scores_gemma":[0.001136253,0.0001339447,0.0005424237,0.003337841,0.0004832095,0.0009064007,0.0005917887,0.0003105098,0.0001066616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300465,"about_ca_system_score_gemma":0.001416299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541396,"about_ca_topic_score_gemma":0.01796202,"domain_scores_codex":[0.9995333,0.0002044874,0.00001784456,0.00007286635,0.0001158221,0.00005573818],"domain_scores_gemma":[0.9996266,0.0001515533,0.00006850802,0.00001898596,0.0001169486,0.00001741963],"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":[0.00030853,0.0002667114,0.2836703,0.000565618,0.000584465,0.001589369,0.008213503,0.1991351,0.005685048,0.1733674,0.003120155,0.3234938],"study_design_scores_gemma":[0.00001372139,0.0001280261,0.385783,0.0001802092,0.0002156192,0.000557451,0.0186758,0.5160566,0.006492279,0.04581504,0.02598075,0.0001015595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8635962,0.002528289,0.09439349,0.001130688,0.00003099937,0.0001136627,0.0003837793,0.0001554147,0.03766762],"genre_scores_gemma":[0.9875523,0.0007394078,0.01015103,0.00001829221,0.000009210858,0.00002882628,0.0001148614,0.00001042659,0.00137562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541396,"threshold_uncertainty_score":0.05053204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388846702","doi":"10.30525/2256-0742/2023-9-4-19-30","title":"FINANCIAL MECHANISM IN THE SYSTEM OF ECONOMIC VECTORS OF DEVELOPMENT OF HOTEL AND RESTAURANT AND AGRICULTURAL ENTERPRISES","year":2023,"lang":"en","type":"article","venue":"Baltic Journal of Economic Studies","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Agriculture; Sustainable development; Work (physics); Production (economics); Audit; Agricultural productivity; Finance; Economics; Accounting","authors":[{"name":"Yuliia Aleskerova","is_ca":false},{"name":"Lidiіa Fedoryshynа","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02083383655739512,"gpt":0.2322139489306856,"spread":0.2113801123732905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009477148,0.0002093201,0.0001504182,0.002149812,0.001396121,0.005169391,0.000456028,0.0005267672,0.006768607],"category_scores_gemma":[0.001976778,0.000171254,0.0002462991,0.001676379,0.001780998,0.002233184,0.001924716,0.000505033,0.0005286605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005913011,"about_ca_system_score_gemma":0.006063497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422647,"about_ca_topic_score_gemma":0.006770347,"domain_scores_codex":[0.9989599,0.0002855014,0.00009500694,0.0001282381,0.0002395779,0.0002916787],"domain_scores_gemma":[0.9991286,0.0001026027,0.0002469376,0.00004408864,0.0003453342,0.0001325294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004552292,0.00003524253,0.03166183,0.0001141364,0.0000308156,0.0007885774,0.001464821,0.003460648,0.0006843227,0.9229077,0.004882884,0.03392349],"study_design_scores_gemma":[0.00006647991,0.0002172549,0.2370341,0.0007445585,0.000120747,0.002190835,0.01196295,0.02834714,0.003902143,0.3368642,0.3784009,0.0001488281],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5845788,0.003065061,0.02336061,0.009232531,0.0001827454,0.0002537678,0.001010559,0.0001860652,0.37813],"genre_scores_gemma":[0.9828041,0.0005669113,0.002358753,0.0001225754,0.00002396843,0.00004886813,0.0001404527,0.000008462524,0.01392588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422647,"threshold_uncertainty_score":0.04290205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W112388312","doi":"","title":"Overview of international organic market development and potential export markets for organic products of Ukraine","year":2005,"lang":"en","type":"article","venue":"Organic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture)","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological 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":"Business; Organic product; International market; Commerce; International trade; Organic production; Organic farming; Industrial organization; Agricultural economics; Economics; Agriculture; Geography","authors":[{"name":"Monika Schneider","is_ca":false},{"name":"Toralf Richter","is_ca":false},{"name":"Christoph Spahn","is_ca":false},{"name":"Katrin Portmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07449325796388435,"gpt":0.3220371257751179,"spread":0.2475438678112336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004274525,0.0002855525,0.0001471826,0.004124685,0.0003816581,0.002313565,0.0002596254,0.0001810398,0.00898303],"category_scores_gemma":[0.0002918841,0.0001309249,0.0003303272,0.005273491,0.0001523013,0.0009634179,0.0006301302,0.0002032589,0.001692131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544942,"about_ca_system_score_gemma":0.002079448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00891269,"about_ca_topic_score_gemma":0.009223521,"domain_scores_codex":[0.9997697,0.00003476111,0.0000261656,0.00002846231,0.00007362943,0.00006711201],"domain_scores_gemma":[0.9997249,0.00004572667,0.0000828687,0.00001426967,0.00009473502,0.00003743102],"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":[0.0004729528,0.0002637769,0.1028689,0.00364601,0.0001647909,0.002209086,0.001879916,0.00471039,0.004112507,0.05411391,0.05304579,0.7725118],"study_design_scores_gemma":[0.000009364097,0.0001587661,0.1909357,0.0005600915,0.00006471667,0.001265186,0.002343737,0.001150778,0.002071482,0.001878819,0.7995378,0.00002350087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.296268,0.09278366,0.003477117,0.001240763,0.000252877,0.0002513543,0.02043265,0.0007470003,0.5845466],"genre_scores_gemma":[0.720236,0.09687583,0.007293168,0.0003176054,0.000123464,0.0001405574,0.02068508,0.0001379574,0.1541904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00898303,"threshold_uncertainty_score":0.03005117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312693191","doi":"10.55365/1923.x2022.20.40","title":"Agriculture Digitalisation as an Economic Growth Indicator (A Comparison of Private Farms in Ukraine and Germany)","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ukrainian; Agrarian society; SWOT analysis; Business; Agriculture; Industrial organization; Marketing","authors":[{"name":"Olga Khodakivska","is_ca":false},{"name":"Maksym Martyniuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009429222809603465,"gpt":0.2178510657699563,"spread":0.2084218429603528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000806974,0.0001045099,0.0001500334,0.001849626,0.0003096381,0.001379565,0.0001211886,0.0001547865,0.0009623625],"category_scores_gemma":[0.001104905,0.00005439861,0.0001680915,0.003075109,0.0004097648,0.0008760919,0.0007958126,0.0001328209,0.00008748365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731784,"about_ca_system_score_gemma":0.0010648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008495159,"about_ca_topic_score_gemma":0.01006433,"domain_scores_codex":[0.9995089,0.0001365598,0.00005345863,0.00008814006,0.0001212291,0.00009175594],"domain_scores_gemma":[0.9992459,0.0002371124,0.0003049532,0.00004119208,0.00013039,0.00004051001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005081136,0.0001436872,0.5868951,0.002035491,0.000394383,0.001313638,0.01173381,0.00510941,0.004135354,0.03587192,0.003428543,0.3484305],"study_design_scores_gemma":[0.00000472207,0.00009825028,0.9654183,0.0003082057,0.00008237915,0.0002899005,0.01156108,0.001046865,0.001165839,0.001364179,0.01864742,0.00001295646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845591,0.004573906,0.0006090224,0.0003304085,0.00002008526,0.00001615853,0.0004964287,0.0000100743,0.009384837],"genre_scores_gemma":[0.9972404,0.001484731,0.0002906922,0.00001999493,0.000004804159,0.000006494661,0.0001826863,0.00000133758,0.0007689616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008495159,"threshold_uncertainty_score":0.01689142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297131172","doi":"10.32782/mer.2022.95-96.06","title":"ORGANIZATIONAL AND ECONOMIC MECHANISM OF LAND RESOURCES USE","year":2022,"lang":"en","type":"article","venue":"Mechanism of an economic regulation","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Arable land; Agricultural land; Land management; Agriculture; Agrarian society; Business; Natural resource; Land use; Resource (disambiguation); Productive forces; Environmental resource management; Natural resource economics; Economics; Economic system; Geography; Political science; Computer science; Engineering","authors":[{"name":"Ханлар Махмудов","is_ca":false},{"name":"Valeriia Vashchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00786261133694833,"gpt":0.1689493235299045,"spread":0.1610867121929561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00232887,0.0001758287,0.0002247798,0.002185558,0.001263913,0.004545781,0.0008959835,0.0007215195,0.005243483],"category_scores_gemma":[0.004301912,0.0002227137,0.0003918413,0.001634939,0.006053825,0.002066279,0.001909412,0.0005622545,0.0007701937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288455,"about_ca_system_score_gemma":0.00367345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003353676,"about_ca_topic_score_gemma":0.002808223,"domain_scores_codex":[0.9969696,0.001155523,0.0001591549,0.0004889122,0.000772928,0.0004539378],"domain_scores_gemma":[0.9973307,0.0009507209,0.0005253947,0.0005257229,0.000432569,0.0002350248],"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":[0.0000146296,0.00005644501,0.005678321,0.0000558638,0.00002459544,0.0002067484,0.001318433,0.003210024,0.001031647,0.9707856,0.001130231,0.01648738],"study_design_scores_gemma":[0.00005076031,0.0001918104,0.0538075,0.0002879791,0.00005874553,0.0006267178,0.006419843,0.02138659,0.002340621,0.7713623,0.1433781,0.00008910948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2329598,0.001816369,0.1555415,0.006966196,0.0001402589,0.0004850129,0.0004974825,0.0002385857,0.6013547],"genre_scores_gemma":[0.9710301,0.0004454668,0.01217687,0.0001261138,0.00005627071,0.0002188629,0.0001140501,0.00001595357,0.01581642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005243483,"threshold_uncertainty_score":0.02385944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000707492","doi":"10.5539/res.v7n8p8","title":"Determinants of Integration Approach in the Agrarian Sphere Development in Contexts of Transformation","year":2015,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Agrarian society; Hierarchy; Economic system; Agriculture; Value (mathematics); Sociology; Political science; Economics; Computer science; Geography; Law","authors":[{"name":"Anatoly A. Smirnov","is_ca":false},{"name":"И. В. Стукова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06814837264799911,"gpt":0.2847470802934047,"spread":0.2165987076454056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820341,0.0001593413,0.0001776928,0.001237501,0.002581604,0.004933428,0.0004105314,0.0004838403,0.004527693],"category_scores_gemma":[0.002833727,0.0001096666,0.0001879384,0.001988364,0.006815819,0.002693058,0.004352283,0.0006454554,0.0001961312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004011196,"about_ca_system_score_gemma":0.003089085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003708169,"about_ca_topic_score_gemma":0.004949378,"domain_scores_codex":[0.997725,0.001268261,0.00005720715,0.0002113033,0.0003233266,0.0004149764],"domain_scores_gemma":[0.9983537,0.0006751047,0.0003587274,0.0000747467,0.0002093999,0.0003284426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004295852,0.000134961,0.06414019,0.0001021876,0.00002430383,0.001107963,0.07501014,0.001131901,0.0008629206,0.8170496,0.0007230395,0.0396699],"study_design_scores_gemma":[0.00001718249,0.0001265129,0.2926345,0.0003675297,0.00004219738,0.0009819333,0.342361,0.00482938,0.001121103,0.2749698,0.08251102,0.00003775183],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8000605,0.002193,0.009028018,0.004497133,0.00003540019,0.00008378726,0.00003479414,0.00002164622,0.1840458],"genre_scores_gemma":[0.9988196,0.000150249,0.0002943571,0.00002135584,0.000002811141,0.000005646045,0.000002871878,0.000002095923,0.0007009999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004933428,"threshold_uncertainty_score":0.0291034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588580214","doi":"","title":"Biofuels Markets and Policies in Ukraine","year":2017,"lang":"en","type":"preprint","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Grantová Agentura České Republiky; European Commission; McGill University","keywords":"Biofuel; Business; Energy security; Production (economics); Fossil fuel; Natural resource economics; Legislature; Raw material; Energy policy; International trade; Economics; Economic policy; Agricultural economics; Renewable energy; Engineering; Waste management; Political science","authors":[{"name":"Karel Janda","is_ca":false},{"name":"Elena Stankus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02200998238660033,"gpt":0.2421229358533072,"spread":0.2201129534667069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000368567,0.0001423133,0.0002242367,0.001010765,0.000786279,0.003379422,0.0002824773,0.000536486,0.003905254],"category_scores_gemma":[0.0005667803,0.0001309029,0.0002691757,0.001214891,0.000612371,0.001801327,0.001225605,0.0006055015,0.000332913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003931682,"about_ca_system_score_gemma":0.002653406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086157,"about_ca_topic_score_gemma":0.005526091,"domain_scores_codex":[0.9997163,0.00004665888,0.00001448975,0.00005474619,0.00007781989,0.00008990047],"domain_scores_gemma":[0.9997976,0.00005183518,0.00007983192,0.00001095107,0.00003492357,0.00002485163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000120745,0.0001097763,0.01282459,0.0003417669,0.00004916951,0.001825563,0.00168601,0.009408832,0.003245778,0.9068152,0.00521457,0.0583581],"study_design_scores_gemma":[0.00004081035,0.0001946569,0.1050885,0.000654133,0.00005856861,0.002353719,0.009188299,0.01566158,0.007647717,0.2360325,0.6229944,0.00008500653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.753721,0.02335731,0.005908874,0.00486119,0.00009713752,0.00005217671,0.001429783,0.000117331,0.2104552],"genre_scores_gemma":[0.9783412,0.004803965,0.001097464,0.0002495795,0.00002458816,0.00001806273,0.0002833241,0.0000245895,0.01515734],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01086157,"threshold_uncertainty_score":0.02852648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292133411","doi":"10.22178/pos.83-4","title":"Organisational Aspects of Financial Support for the Agro-Industry: The Experience of Developed Countries","year":2022,"lang":"en","type":"article","venue":"Path of Science","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; State (computer science); Business; Production (economics); Developing country; Developed country; Economic policy; Economics; Finance; Economic growth; Macroeconomics","authors":[{"name":"Andrii Bilochenko","is_ca":false},{"name":"Inna Gushcha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01734471904847998,"gpt":0.2311755246005969,"spread":0.2138308055521169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617366,0.000198512,0.000286339,0.0005607973,0.002720672,0.003393885,0.0003920883,0.0005968724,0.001417577],"category_scores_gemma":[0.001932171,0.000212792,0.0001397497,0.001190163,0.002513366,0.001418935,0.003400088,0.0009930108,0.0001583242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762097,"about_ca_system_score_gemma":0.003677431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708341,"about_ca_topic_score_gemma":0.01949652,"domain_scores_codex":[0.9983908,0.0007180585,0.00009411267,0.00007861444,0.0001242453,0.0005941386],"domain_scores_gemma":[0.9980861,0.0003356222,0.0005008008,0.00007712522,0.0001827408,0.0008175991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000150737,0.0001854097,0.1617697,0.0003310689,0.00004307557,0.005861572,0.7792649,0.0007337544,0.001215438,0.01280635,0.003030472,0.03460748],"study_design_scores_gemma":[0.00001156207,0.0002407505,0.1372501,0.0002788692,0.00001503069,0.001224153,0.8010877,0.0001599457,0.0003911835,0.0004915237,0.05880956,0.00003961112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992603,0.0007917709,0.00007918559,0.0007469647,0.00001764281,0.000006919403,0.00002399656,0.000002646595,0.00572786],"genre_scores_gemma":[0.9983121,0.0006353583,0.00004758891,0.0001580697,0.000004196065,0.000004195853,0.00001583673,0.000001717265,0.000820884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708341,"threshold_uncertainty_score":0.03396791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042939480","doi":"10.33245/2310-9262-2020-155-1-36-46","title":"Foreign experience in the development of dairy cattle and directions of its use in domestic practice","year":2020,"lang":"en","type":"article","venue":"Ekonomìka ta upravlìnnâ APK","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subsidy; Business; Livestock; Agriculture; Agricultural economics; Production (economics); Loan; Government (linguistics); Christian ministry; Price support; Agricultural science; China; Economics; Finance; Geography; Market economy","authors":[{"name":"S. Shupyk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04837676315186746,"gpt":0.2649716926658531,"spread":0.2165949295139856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001513875,0.0001731909,0.0001021764,0.0008879935,0.0009605098,0.001413862,0.0004114043,0.0003677687,0.01441728],"category_scores_gemma":[0.001801344,0.00007803591,0.0001038754,0.00208511,0.0009410653,0.000861151,0.0009110542,0.0005279331,0.001423282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563807,"about_ca_system_score_gemma":0.001782991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008861981,"about_ca_topic_score_gemma":0.01297705,"domain_scores_codex":[0.9989476,0.0005273441,0.00004779099,0.00008318768,0.0001189442,0.0002751792],"domain_scores_gemma":[0.998778,0.0002692671,0.0002075792,0.00007628899,0.0001878477,0.0004809974],"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":[0.0002735227,0.0006093628,0.2678315,0.001187667,0.000027266,0.00371341,0.05794509,0.0005371437,0.003338143,0.05436372,0.02352625,0.5866469],"study_design_scores_gemma":[0.000009827414,0.0004766648,0.2883599,0.001177615,0.00001770124,0.004282027,0.07985715,0.0002019348,0.001094022,0.001846805,0.6226402,0.00003609769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6257871,0.03729554,0.0008583349,0.01130879,0.0004455325,0.00003201424,0.0003689994,0.0000407812,0.3238629],"genre_scores_gemma":[0.9141503,0.02547308,0.0007681844,0.001201626,0.0001456247,0.00001329249,0.0001702799,0.00001526712,0.0580623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441728,"threshold_uncertainty_score":0.04823065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025746974","doi":"10.20944/preprints202005.0231.v1","title":"The Dilemmas Selection of Anti-Crisis Economic Strategy in Forestry and the Wood-Based Sector in the Perspective of a Long-Term Pandemic Threat &amp;ndash; the Case of Poland","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Revenue; Work (physics); Business; Analytic hierarchy process; Service (business); Tertiary sector of the economy; Hierarchy; Forestry; Quarter (Canadian coin); Economy; Geography; Economics; Engineering; Marketing; Market economy; Operations research; Finance","authors":[{"name":"Leszek Wanat","is_ca":false},{"name":"Rafał Czarnecki","is_ca":false},{"name":"Władysław Kusiak","is_ca":false},{"name":"Elżbieta Mikołajczak","is_ca":false},{"name":"Łukasz Sarniak","is_ca":false},{"name":"Jan Sikora","is_ca":false},{"name":"Marek Wieruszewski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07251110340303324,"gpt":0.3062693065644898,"spread":0.2337582031614565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00703607,0.0005714881,0.000599218,0.001821812,0.003949059,0.01517142,0.001076983,0.004503459,0.001844462],"category_scores_gemma":[0.005637632,0.0004043938,0.0007291006,0.001210949,0.008909442,0.006373754,0.003808651,0.002479231,0.0001477286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008425242,"about_ca_system_score_gemma":0.006265662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005354157,"about_ca_topic_score_gemma":0.007061876,"domain_scores_codex":[0.9939738,0.003806304,0.0001680071,0.0004398811,0.0007197424,0.000892246],"domain_scores_gemma":[0.9971737,0.001536558,0.000425272,0.00008873715,0.0003651557,0.0004104964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009391095,0.0001393866,0.003400432,0.0002700578,0.00008038469,0.003740431,0.007123146,0.01514507,0.001053695,0.9491526,0.002743039,0.01705783],"study_design_scores_gemma":[0.000114042,0.0002429286,0.006538858,0.000662651,0.0000958606,0.001220942,0.06121569,0.06100007,0.001133054,0.8183566,0.04930496,0.0001143458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5504109,0.007614512,0.06353437,0.05140154,0.0002408816,0.0006253821,0.00008884683,0.00002839472,0.3260552],"genre_scores_gemma":[0.9855876,0.001063644,0.008350182,0.0003850992,0.00004191723,0.0001065036,0.000006339296,0.000006059414,0.004452559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517142,"threshold_uncertainty_score":0.06112963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963587603","doi":"10.18371/fcaptp.v2i29.172366","title":"CURRENT SITUATION OF AGRICULTURAL ENTERPRISES FINANCING IN UKRAINE: ECONOMIC AND LEGAL ANALYSIS","year":2019,"lang":"en","type":"article","venue":"Financial and credit activity problems of theory and practice","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agrarian society; Position (finance); Agriculture; Business; Payment; Finance; Economic system; Economics; Economic policy; Economic growth","authors":[{"name":"Olena Artemenko","is_ca":false},{"name":"Л. В. Потапенко","is_ca":false},{"name":"Serhii Braichenko","is_ca":false},{"name":"Larysa Varunts","is_ca":false},{"name":"Viktoriia Hmyria","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007278363553237844,"gpt":0.224075419265493,"spread":0.2167970557122551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004732691,0.00006639822,0.0001255509,0.001463199,0.0007374525,0.001891057,0.0002482964,0.0003082135,0.001408015],"category_scores_gemma":[0.001168537,0.0001119266,0.0001083877,0.001939254,0.000719109,0.0008823604,0.0007559853,0.0003905892,0.0001521451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003025003,"about_ca_system_score_gemma":0.004292225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01695998,"about_ca_topic_score_gemma":0.01097389,"domain_scores_codex":[0.999514,0.0001130622,0.000048915,0.00004621994,0.0001442031,0.0001336031],"domain_scores_gemma":[0.9985892,0.0003736253,0.0005550752,0.00003593299,0.0002705486,0.0001754834],"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":[0.0001587542,0.0001290751,0.5781017,0.0008329598,0.00006607034,0.009154034,0.01584666,0.006420274,0.003457701,0.2170096,0.009478194,0.159345],"study_design_scores_gemma":[0.00001162791,0.00008446027,0.8052696,0.0005665008,0.00004037981,0.003644302,0.02056919,0.005466328,0.001471654,0.01452669,0.14831,0.00003933653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704971,0.005958114,0.0005341354,0.003222863,0.00001598617,0.00001380443,0.0004276165,0.00002361679,0.01930678],"genre_scores_gemma":[0.994368,0.002856194,0.0003001909,0.00009781127,0.00001431733,0.000007185755,0.000189871,0.000002790593,0.002163531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01695998,"threshold_uncertainty_score":0.03372252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205363850","doi":"10.33730/2310-4678.2.2021.242073","title":"Development of rural areas in Ukraine through the prism of experience of developed countries: ecological and social aspects","year":2021,"lang":"en","type":"article","venue":"Balanced nature using","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainable development; Economic growth; Subsidy; Sustainability; Rural area; Business; Agriculture; China; Rural economics; Environmental planning; Rural development; Political science; Geography; Economics; Ecology","authors":[{"name":"N. Palapa","is_ca":false},{"name":"Maryna Toniuk","is_ca":false},{"name":"Oksana Nagorniuk","is_ca":false},{"name":"H. Hutsol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637235138434896,"gpt":0.2557819573469181,"spread":0.2394096059625692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000288724,0.0001073591,0.0001267089,0.0005690291,0.001680489,0.001763078,0.000164368,0.0001443174,0.001274777],"category_scores_gemma":[0.0003591551,0.00006752132,0.00007838495,0.000813014,0.001233324,0.000995321,0.001553345,0.000237984,0.00008741843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491293,"about_ca_system_score_gemma":0.001739128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190977,"about_ca_topic_score_gemma":0.02816017,"domain_scores_codex":[0.9997106,0.0001428533,0.00001121746,0.00002714898,0.00003442428,0.00007368022],"domain_scores_gemma":[0.9998465,0.00003317867,0.00004421782,0.000008670406,0.00002493228,0.00004254541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005295738,0.000122856,0.1330923,0.0004869238,0.00004524224,0.005447582,0.6939463,0.001149092,0.003708779,0.05308255,0.002849328,0.1060161],"study_design_scores_gemma":[0.000002987322,0.0001046286,0.2548984,0.0002647143,0.00001848227,0.002910097,0.5942318,0.0004620149,0.0007891892,0.005941714,0.1403537,0.00002218069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729069,0.001784671,0.0003825915,0.0005850563,0.00001149026,0.000008844037,0.00004576808,0.000006700111,0.024268],"genre_scores_gemma":[0.9971874,0.0009057025,0.0001528152,0.00002932368,0.000002362248,0.000002868049,0.00001394304,0.000002034898,0.001703479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190977,"threshold_uncertainty_score":0.02368093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387149542","doi":"10.7160/aol.2023.150308","title":"Correlation between the Greatest Agricultural Products Exporters to the EU: is Ukraine included?","year":2023,"lang":"en","type":"article","venue":"Agris on-line Papers in Economics and Informatics","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Taras Shevchenko National University of Kyiv","keywords":"Agriculture; European union; Ukrainian; China; Agricultural economics; International trade; Geography; Agricultural productivity; Food security; Agricultural science; Business; Economics; Environmental science","authors":[{"name":"Оксана Кіфоренко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01647647613329149,"gpt":0.2078543885332331,"spread":0.1913779123999416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007038675,0.0001038417,0.0003081659,0.001188893,0.0003847407,0.001516084,0.0001897315,0.0001867566,0.002673507],"category_scores_gemma":[0.001918636,0.00008650485,0.0002971681,0.002822566,0.0003391188,0.0006814314,0.0008681443,0.0002946305,0.0003354051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004546946,"about_ca_system_score_gemma":0.0008971954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01344951,"about_ca_topic_score_gemma":0.009457238,"domain_scores_codex":[0.9994808,0.00008435812,0.00006721877,0.0001473147,0.00009264221,0.0001276287],"domain_scores_gemma":[0.998502,0.0003428416,0.0006540075,0.00009485088,0.0002617531,0.0001446578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001008206,0.00001750445,0.9821054,0.00006251469,0.00009878398,0.0004760998,0.00221797,0.0001896972,0.0004188022,0.001194686,0.0005647487,0.01255289],"study_design_scores_gemma":[8.974161e-7,0.00001703313,0.9904179,0.00004118392,0.0000323474,0.0002149171,0.004795568,0.0001399087,0.0001798393,0.0001322152,0.004023866,0.000004321567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994783,0.0004952141,0.0001403071,0.0001902518,0.000009892969,0.000002642404,0.0005929244,0.000005277468,0.003780618],"genre_scores_gemma":[0.9979848,0.0003273223,0.0000981733,0.00003182579,0.000006939082,0.000002356589,0.0006467103,0.000006987679,0.0008950301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344951,"threshold_uncertainty_score":0.02674246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049318312","doi":"10.5430/rwe.v11n4p33","title":"Casual Nexus Between Dynamics of Population and Food Security: Economic Benchmarks for Agriculture","year":2020,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Food security; Agriculture; Population; Nexus (standard); Per capita; Population growth; Casual; Economics; Population size; Agricultural economics; Food systems; Demographic economics; Development economics; Geography; Demography; Political science; Computer science","authors":[{"name":"Natalia Vasylieva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04629842818277118,"gpt":0.2905770200250603,"spread":0.2442785918422891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007664648,0.0001513995,0.0002283812,0.001207056,0.000343948,0.002014758,0.000300643,0.0002670379,0.002555714],"category_scores_gemma":[0.002744728,0.0000888378,0.0001918732,0.001437612,0.0004356648,0.001660388,0.001143573,0.0004886343,0.0001718725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143798,"about_ca_system_score_gemma":0.0008074832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006887629,"about_ca_topic_score_gemma":0.006825413,"domain_scores_codex":[0.9996079,0.0001345391,0.00002856799,0.00009175541,0.00006855412,0.00006872889],"domain_scores_gemma":[0.9991627,0.0002577782,0.0002919587,0.00006493836,0.0001657004,0.00005700325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002110237,0.00009475984,0.7559037,0.0003487983,0.0001605013,0.000780774,0.002716509,0.02182587,0.001406879,0.1242331,0.004598315,0.08771978],"study_design_scores_gemma":[0.000006313491,0.0001073592,0.8852934,0.0002727186,0.0000550343,0.0004058128,0.007912016,0.03281294,0.0008646275,0.05391948,0.01831609,0.00003427203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659536,0.00232442,0.005562799,0.002142,0.00004799959,0.00001946691,0.001329944,0.00002957936,0.02259018],"genre_scores_gemma":[0.998447,0.0002648303,0.0005207979,0.00002245694,0.00001094928,0.000006760562,0.0002869567,0.000004220195,0.0004361089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006887629,"threshold_uncertainty_score":0.01369506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389378910","doi":"10.37332/2309-1533.2023.3.2","title":"ORGANIZATIONAL AND ECONOMIC DIRECTIONS OF EFFICIENT PRODUCTION AND PROCESSING OF RAPESEED FOR BIODIESEL IN UKRAINE","year":2023,"lang":"en","type":"article","venue":"INNOVATIVE ECONOMY","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rapeseed; Yield (engineering); Production (economics); Biodiesel production; Productivity; Biodiesel; Business; Agricultural science; Agricultural engineering; Biotechnology; Agricultural economics; Economics; Environmental science; Agronomy; Engineering; Economic growth; Biology; Microeconomics","authors":[{"name":"Mykola Parkhomets","is_ca":false},{"name":"Lіudmyla Uniіat","is_ca":false},{"name":"Nelia Chorna","is_ca":false},{"name":"Vasyl Hradovyi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0132059077544308,"gpt":0.2203824242140746,"spread":0.2071765164596438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006554068,0.0001677652,0.0001029048,0.001025315,0.001208461,0.002686577,0.0003604321,0.000304451,0.001347285],"category_scores_gemma":[0.0007338994,0.0001472889,0.0002159301,0.0006110494,0.00122292,0.000945483,0.001548029,0.0003114942,0.0001581624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004868508,"about_ca_system_score_gemma":0.008192841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133823,"about_ca_topic_score_gemma":0.01235608,"domain_scores_codex":[0.9993985,0.0001800197,0.00003869786,0.00007538791,0.0001340169,0.0001733326],"domain_scores_gemma":[0.999357,0.00008939964,0.0002163062,0.00004153692,0.0001680956,0.0001275957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002338809,0.0003385099,0.2298191,0.001381307,0.000165537,0.003830859,0.022595,0.03174758,0.01271297,0.4956548,0.005702432,0.195818],"study_design_scores_gemma":[0.00003690748,0.0003270961,0.6296781,0.0009115635,0.0001225189,0.001490954,0.05946304,0.02653294,0.007552638,0.09869444,0.1751236,0.00006619839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945671,0.003018989,0.01791827,0.00541472,0.00004111561,0.0001003929,0.0001693197,0.00004675733,0.07872339],"genre_scores_gemma":[0.9915901,0.0009469819,0.004081109,0.0000688264,0.000008132202,0.00002015348,0.00005247223,0.000004343276,0.003227847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01133823,"threshold_uncertainty_score":0.03532368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317460788","doi":"10.55365/1923.x2022.20.66","title":"Research of Factors of Development of Agriculture In Ukraine: Methodical Approach on The Basis of Econometric Modeling","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Agriculture; Production (economics); Agricultural productivity; Productivity; Economics; Factors of production; Econometric model; Agricultural economics; Decomposition; Agricultural development; Natural resource economics; Production function; Econometrics; Economic growth; Geography; Macroeconomics; Ecology","authors":[{"name":"Yuriy Danko","is_ca":false},{"name":"Олена Ніфатова","is_ca":false},{"name":"Volodymyr Orel","is_ca":false},{"name":"Valeryy Zhmailov","is_ca":false},{"name":"Tetiana Lutska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09318230319287894,"gpt":0.2793032605561826,"spread":0.1861209573633036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178719,0.0003948464,0.0007352764,0.001812008,0.0002779234,0.001422448,0.0004805257,0.0004082692,0.001569946],"category_scores_gemma":[0.002751072,0.0002659543,0.0007656096,0.002079701,0.0005103939,0.0008068233,0.000642858,0.000707129,0.0001638914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020566,"about_ca_system_score_gemma":0.001413856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00689014,"about_ca_topic_score_gemma":0.005540856,"domain_scores_codex":[0.9991657,0.0005948861,0.00002836682,0.00007990329,0.00008396391,0.00004725385],"domain_scores_gemma":[0.9980311,0.001728688,0.0001251498,0.00003461952,0.0000645993,0.00001587054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005516884,0.0001717405,0.04344359,0.0007033934,0.0006715597,0.001030658,0.0009962667,0.426132,0.001023799,0.4319966,0.001624257,0.09215093],"study_design_scores_gemma":[0.00003167322,0.0001195823,0.02130464,0.0002191983,0.0002039631,0.0002662894,0.001478329,0.7940248,0.000595865,0.1686472,0.01306585,0.00004270096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2220372,0.007038831,0.7506215,0.001418534,0.000104888,0.0001882364,0.0006621871,0.0001387784,0.01778993],"genre_scores_gemma":[0.9059117,0.008644577,0.08146445,0.00008114259,0.0001103599,0.0002655987,0.0003049342,0.00002628114,0.003190864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00689014,"threshold_uncertainty_score":0.01370007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049247109","doi":"10.5430/rwe.v11n4p72","title":"Price Transmission Among the Participants of the Livestock Products Agrofood Chain in Ukraine","year":2020,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Livestock; Product (mathematics); Production (economics); Distribution (mathematics); Agriculture; Economics; Chain (unit); Agricultural economics; Econometrics; Industrial organization; Business; Microeconomics; Geography","authors":[{"name":"Olha Kravchenko","is_ca":false},{"name":"Віталіна Антощенкова","is_ca":false},{"name":"Larysa Batiuk","is_ca":false},{"name":"Veronika Lysenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0864342503988794,"gpt":0.2865729018147555,"spread":0.2001386514158761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004601126,0.00007913812,0.0001217111,0.000519646,0.0003809349,0.0008150195,0.000237491,0.000173891,0.001402404],"category_scores_gemma":[0.001139101,0.00009460271,0.0001180867,0.0005664846,0.0002458936,0.0005613364,0.0005187676,0.0002120762,0.0001219152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007496529,"about_ca_system_score_gemma":0.0004221369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007212714,"about_ca_topic_score_gemma":0.005629144,"domain_scores_codex":[0.9997324,0.00007642702,0.00001757508,0.00005665313,0.00006939103,0.00004758985],"domain_scores_gemma":[0.9995118,0.0001750566,0.0001779538,0.00002727894,0.00008126398,0.00002658159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003408379,0.0001541136,0.8867834,0.00008315571,0.00008851507,0.002653413,0.02062324,0.003947206,0.009580273,0.0122395,0.000454848,0.06305154],"study_design_scores_gemma":[0.000004539866,0.0001920281,0.9613406,0.00001778769,0.00003572721,0.000660352,0.01561613,0.0129892,0.002398871,0.002425814,0.00430521,0.00001364902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988142,0.0000368413,0.0002640939,0.00002475506,9.225308e-7,0.000002625115,0.0000271759,0.000001810895,0.0008275537],"genre_scores_gemma":[0.9993229,0.00004042244,0.0001777965,0.00000272268,0.00000112412,0.000001205394,0.00002749954,7.788323e-7,0.0004256417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007212714,"threshold_uncertainty_score":0.01434147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385189088","doi":"10.54929/2786-5738-2023-9-04-01","title":"Problems of Development of the Agricultural Insurance Market in Ukraine","year":2023,"lang":"en","type":"article","venue":"Проблеми сучасних трансформацій Серія економіка та управління","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Agriculture; Business; Income protection insurance; Insurance law; Agricultural economics; Economic growth; General insurance; Insurance policy; Finance; Economics; Geography","authors":[{"name":"І.Ю. Кисільова","is_ca":false},{"name":"Ярослав Валерійович Краснощок","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01181085808114801,"gpt":0.1895748540341709,"spread":0.1777639959530229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008920578,0.0001002138,0.0001918812,0.0009879161,0.001992872,0.003890023,0.0004991355,0.0007795187,0.003089654],"category_scores_gemma":[0.001309925,0.0001367999,0.000277685,0.000677363,0.001524478,0.002073398,0.002010067,0.0008130187,0.0003047696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004130777,"about_ca_system_score_gemma":0.005627425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006042362,"about_ca_topic_score_gemma":0.003376061,"domain_scores_codex":[0.9992836,0.0001825844,0.0000414237,0.00007329728,0.00020738,0.0002116716],"domain_scores_gemma":[0.9993513,0.000174927,0.0001933813,0.00002698628,0.0001196522,0.000133846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001026836,0.00028651,0.04689921,0.000451323,0.00004184316,0.009097286,0.02689073,0.005371118,0.004595601,0.7855597,0.009198795,0.1115052],"study_design_scores_gemma":[0.00003949926,0.0002112968,0.1508464,0.0009747585,0.00003643812,0.005581365,0.08154777,0.01571255,0.003444104,0.1653302,0.5762075,0.00006810277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8391974,0.01028912,0.002046991,0.01359585,0.00008545582,0.00006695125,0.000145472,0.00003836801,0.1345343],"genre_scores_gemma":[0.9891326,0.002477829,0.0005371817,0.000259451,0.00002510771,0.00001719607,0.00003530037,0.000005573208,0.007509843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006042362,"threshold_uncertainty_score":0.02997106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406025336","doi":"10.56407/bs.agrarian/4.2024.41","title":"Digitalisation of accounting of agricultural enterprises: National and international experience","year":2024,"lang":"en","type":"article","venue":"UKRAINIAN BLACK SEA REGION AGRARIAN SCIENCE","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; Business; Accounting; National accounts; Geography","authors":[{"name":"Natália Potryvaieva","is_ca":false},{"name":"Maryna Dubinina","is_ca":false},{"name":"Yuliia Cheban","is_ca":false},{"name":"Svitlana Syrtseva","is_ca":false},{"name":"Olha Luhova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02300865516015243,"gpt":0.2519155428360632,"spread":0.2289068876759107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002597275,0.0001397558,0.0002261972,0.0009154838,0.002114104,0.003287615,0.0003495102,0.000492604,0.001588177],"category_scores_gemma":[0.004216929,0.0001257978,0.0001573363,0.00187323,0.00213042,0.002823908,0.002643791,0.0008341292,0.0002008317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002669756,"about_ca_system_score_gemma":0.002105256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00925452,"about_ca_topic_score_gemma":0.009323766,"domain_scores_codex":[0.9980129,0.0008206693,0.0001455666,0.0002030846,0.0004084033,0.000409263],"domain_scores_gemma":[0.9972413,0.0008891483,0.0007212037,0.0002032012,0.0004558873,0.0004892044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009420513,0.0001602138,0.1618143,0.0002501935,0.00001922499,0.00308649,0.7202104,0.0003371534,0.00157224,0.00754011,0.002283897,0.1026314],"study_design_scores_gemma":[0.000003927643,0.0001568516,0.1747507,0.0002685284,0.00001338063,0.002212848,0.6650319,0.0002949486,0.001247478,0.0007351848,0.1552361,0.000048255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888732,0.001355912,0.0002140899,0.000910207,0.00001591051,0.000007965783,0.00002846775,0.000005425999,0.008588827],"genre_scores_gemma":[0.996467,0.001397953,0.0001453108,0.0001545579,0.000008229008,0.000002705613,0.00002450275,0.000003069131,0.0017967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00925452,"threshold_uncertainty_score":0.0193705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034986329","doi":"10.32983/2222-4459-2020-3-98-103","title":"Alternative Crediting in the Agrarian Sector of Ukrainian Economy: P2P-Crediting to Farmers","year":2020,"lang":"en","type":"article","venue":"Business Inform","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optech (Canada)","funders":"","keywords":"Ukrainian; Agrarian society; Business; Agriculture; Geography","authors":[{"name":"Volodymyr Chechotkin","is_ca":true},{"name":"Oleksandr Prystemskiy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02968804150643695,"gpt":0.214280171212328,"spread":0.1845921297058911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005750768,0.00009633904,0.0001296054,0.0004352505,0.0008277569,0.002874137,0.0005198937,0.000754776,0.008821],"category_scores_gemma":[0.001841258,0.00008337248,0.000149046,0.0009689974,0.0008383081,0.002281709,0.001331774,0.0006054496,0.0003577919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424208,"about_ca_system_score_gemma":0.003074421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01817093,"about_ca_topic_score_gemma":0.02156039,"domain_scores_codex":[0.9997047,0.00008768728,0.00001247795,0.00005094944,0.0000668316,0.00007736102],"domain_scores_gemma":[0.9994127,0.0001456982,0.0001389834,0.0000509925,0.0001404875,0.0001111688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006141769,0.0004379282,0.1765565,0.0004894149,0.00008453284,0.003956256,0.005904251,0.02905329,0.003599089,0.4407569,0.02236774,0.3161798],"study_design_scores_gemma":[0.0001372265,0.0003880538,0.3535649,0.0005411651,0.0001346833,0.00167388,0.02276473,0.1075655,0.004190867,0.2620712,0.2468925,0.00007530353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314127,0.001726394,0.004554226,0.007859693,0.0000625998,0.00004543344,0.000510601,0.00004620167,0.05378222],"genre_scores_gemma":[0.9946119,0.0004414908,0.0003439175,0.00004663661,0.00001476748,0.000005202295,0.00005690316,0.000004057014,0.004475053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01817093,"threshold_uncertainty_score":0.03613031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283802127","doi":"10.2478/eoik-2022-0010","title":"Identification and Levelling of Crisis Phenomena in the World Grain Market in the 2022/23 Marketing Year","year":2022,"lang":"en","type":"article","venue":"Economics","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); World market; Business; Grain trade; Economics; Agricultural economics; International trade; Geography","authors":[{"name":"Kateryna Kovtoniuk","is_ca":false},{"name":"Ellana Molchanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166099693053752,"gpt":0.1937493639848057,"spread":0.1820883670542681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005162553,0.0001493742,0.0001869094,0.001811554,0.0003362539,0.001677809,0.0002079332,0.000409038,0.001984743],"category_scores_gemma":[0.001244552,0.00009315855,0.0002016472,0.001614054,0.0002400919,0.00104938,0.0005042907,0.0004255642,0.0002323583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008958153,"about_ca_system_score_gemma":0.0004035329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006198034,"about_ca_topic_score_gemma":0.006714134,"domain_scores_codex":[0.9997961,0.0000295728,0.00001514042,0.00003279528,0.00007280172,0.00005360675],"domain_scores_gemma":[0.9992636,0.0001646062,0.0002854779,0.00001826303,0.0001790714,0.00008901578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004771501,0.0001692467,0.9301036,0.0001371162,0.00007068428,0.002225291,0.003103013,0.006071787,0.004657137,0.009196594,0.006033523,0.03775487],"study_design_scores_gemma":[0.000005541418,0.0001281164,0.9580838,0.00003489881,0.0000142141,0.0001394219,0.007398281,0.02715829,0.001287062,0.001398501,0.004326289,0.00002572958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947856,0.00008095172,0.0005191012,0.000206154,0.00001308325,0.000016929,0.0005805087,0.00001606623,0.003781645],"genre_scores_gemma":[0.9986659,0.00005562367,0.0002166228,0.00001273112,0.000007383132,0.000008066401,0.0004846855,0.000002478318,0.0005464388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006198034,"threshold_uncertainty_score":0.01232392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205813572","doi":"10.15407/eip2021.03.077","title":"Upgrading the notion of “sustainable foods” in the European Union: concept and challenges","year":2021,"lang":"en","type":"article","venue":"Ekonomìka ì prognozuvannâ","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainability; Carbon footprint; Sustainable products; European union; Environmental economics; Product (mathematics); Business; Sustainable agriculture; Carbon neutrality; Sustainable development; Agriculture; Greenhouse gas; Certification; Environmental resource management; Natural resource economics; Economics; Political science; Economic policy","authors":[{"name":"Ольга ПОПОВА","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02282535413759789,"gpt":0.1997842754143749,"spread":0.176958921276777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01143899,0.0007225551,0.0009577126,0.001962914,0.002960764,0.01206763,0.001951251,0.006104388,0.0009130343],"category_scores_gemma":[0.004227757,0.0003356711,0.0006865528,0.00353241,0.02391256,0.01555687,0.006070716,0.006806013,0.0002861401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009309024,"about_ca_system_score_gemma":0.007347701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042149,"about_ca_topic_score_gemma":0.00213426,"domain_scores_codex":[0.9925538,0.00460572,0.0003890487,0.0006005797,0.001315791,0.0005350829],"domain_scores_gemma":[0.9972474,0.001567135,0.0002578771,0.0002432899,0.0004625684,0.0002217473],"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":[0.000003682896,0.000009087506,0.00008354246,0.00005685409,0.00000385221,0.00004277908,0.001656595,0.000190084,0.00003574523,0.9842451,0.001570205,0.01210237],"study_design_scores_gemma":[0.000003653891,0.00004330928,0.0007072274,0.0009675174,0.000006585106,0.0001917021,0.006947265,0.0005959927,0.0001755957,0.6849365,0.3053986,0.00002609771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04213464,0.3827261,0.05028271,0.230371,0.009677757,0.00005180733,0.00007612193,0.0001221702,0.2845576],"genre_scores_gemma":[0.7955189,0.1130227,0.02963892,0.0393321,0.003268767,0.0001515654,0.0001122016,0.0001177408,0.01883719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01206763,"threshold_uncertainty_score":0.06754202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W304774668","doi":"10.22004/ag.econ.143085","title":"Short- and long-run relationships between Ukrainian barley and world feed grain export prices","year":2013,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cointegration; Ukrainian; Economics; Agricultural economics; Error correction model; Short run; European union; International economics; Monetary economics; Econometrics","authors":[{"name":"Kateryna Goychuk","is_ca":false},{"name":"William H. Meyers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03580357824961879,"gpt":0.2104297226118079,"spread":0.1746261443621891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003639985,0.0001235528,0.000191779,0.0005602188,0.0002291811,0.001288606,0.0001824618,0.0001599757,0.001670147],"category_scores_gemma":[0.001339954,0.00009962186,0.0002609126,0.001042246,0.0002557637,0.0005638365,0.0005136467,0.0003487876,0.0002424847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282025,"about_ca_system_score_gemma":0.0008884849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04169178,"about_ca_topic_score_gemma":0.03214101,"domain_scores_codex":[0.9998264,0.0000221049,0.00002425669,0.00004933664,0.00003532993,0.00004267149],"domain_scores_gemma":[0.9992266,0.000189573,0.0003314,0.00005036996,0.0001573768,0.00004473119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000129831,0.00004038522,0.970529,0.00005436608,0.0002952859,0.0008385648,0.001265114,0.00753902,0.002092462,0.002966913,0.0006119388,0.01363715],"study_design_scores_gemma":[0.00000174522,0.00002278739,0.9932453,0.00001210692,0.00003680135,0.0001136238,0.0008187957,0.003170546,0.0005479948,0.0002511306,0.001768689,0.00001041148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983273,0.000119599,0.0001334548,0.00004732776,0.000002128426,0.000001202487,0.0002782456,0.000006089753,0.001084694],"genre_scores_gemma":[0.9987792,0.00009542603,0.00008078614,0.000008175461,0.000002005155,0.000001257349,0.0004097234,0.000003644511,0.0006196813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04169178,"threshold_uncertainty_score":0.0828982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361853911","doi":"10.55365/1923.x2023.21.28","title":"Management of Agricultural Production Enterprises in the Globalization of the Economy: Current State and Development Prospects","year":2023,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Globalization; Business; Context (archaeology); Flexibility (engineering); Agriculture; Openness to experience; Industrial organization; Transparency (behavior); Production (economics); Adaptability; Economic system; Agricultural productivity; Economics; Market economy; Computer science","authors":[{"name":"Viktoriia Hmyria","is_ca":false},{"name":"Vasyl Baldynyuk","is_ca":false},{"name":"Mykhailo Goncharenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01190405635897177,"gpt":0.2064095049125025,"spread":0.1945054485535308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009188959,0.000211845,0.0002795367,0.000774482,0.0006047367,0.002470257,0.0005816447,0.001461202,0.001850012],"category_scores_gemma":[0.0005519029,0.0001100138,0.0001675936,0.001790493,0.0008242575,0.001973398,0.0009075298,0.0005852509,0.0003801526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881725,"about_ca_system_score_gemma":0.004839594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451939,"about_ca_topic_score_gemma":0.002196429,"domain_scores_codex":[0.9997113,0.00007734464,0.00002089964,0.00003917943,0.00007862568,0.00007257782],"domain_scores_gemma":[0.9993947,0.0001724278,0.0001752978,0.00001430935,0.0001294623,0.0001138826],"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":[0.00005215955,0.000208238,0.004584014,0.005645004,0.00002939383,0.0006694638,0.001990398,0.001566709,0.001169195,0.1294914,0.01982166,0.8347722],"study_design_scores_gemma":[0.000009759256,0.0002014707,0.01932954,0.003823424,0.00004196141,0.0007493473,0.004962843,0.00120912,0.0005610184,0.02574362,0.9433364,0.00003138529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01071049,0.9495269,0.001155565,0.01488336,0.0003896705,0.00001605719,0.00002294925,0.00002423595,0.02327079],"genre_scores_gemma":[0.1040347,0.8881826,0.001376968,0.00134915,0.0004623432,0.00001765168,0.00004029279,0.000003600021,0.004532706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002470257,"threshold_uncertainty_score":0.01365286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6996885090","doi":"","title":"TRENDS IN THE FORMATION AND CORRELATION OF CURRENT AND NON-CURRENT ASSETS OF AGRICULTURAL ENTERPRISES: A CASE STUDY OF UKRAINE","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Agriculture; Depreciation (economics); Agricultural machinery; Work (physics); Service (business); Quarter (Canadian coin); Fixed asset","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1494907528695867,"gpt":0.4810094877531781,"spread":0.3315187348835913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003222604,0.00008168632,0.0001375935,0.001803653,0.000621836,0.000845859,0.0002703655,0.0001990489,0.0008698107],"category_scores_gemma":[0.0007905448,0.00009255378,0.0001514093,0.001767729,0.0003870506,0.0005633114,0.0007152529,0.0001763258,0.0001354727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357598,"about_ca_system_score_gemma":0.0007555784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03053215,"about_ca_topic_score_gemma":0.03731333,"domain_scores_codex":[0.9997386,0.00004665463,0.00002741115,0.00005171165,0.00005989916,0.00007561831],"domain_scores_gemma":[0.9993741,0.0001423901,0.0002292906,0.00003490572,0.0001342008,0.00008516477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005041798,0.00007602034,0.9690788,0.00003384509,0.00002377336,0.003653214,0.01100985,0.0005632809,0.0009183636,0.0009276492,0.0002332271,0.01343156],"study_design_scores_gemma":[0.000001009475,0.00005239367,0.9781029,0.00001494289,0.00001056357,0.00112683,0.01732951,0.0008888748,0.00040426,0.0001361675,0.001926655,0.0000060189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993212,0.00004384423,0.00006051041,0.00001869785,4.665757e-7,0.000002640295,0.00006733456,0.000001106165,0.0004842716],"genre_scores_gemma":[0.9993168,0.00007555058,0.00009379809,0.000003811404,8.668586e-7,0.000002125953,0.00008365424,8.636231e-7,0.0004225818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03053215,"threshold_uncertainty_score":0.06070888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122256206","doi":"","title":"Short- and long-run relationships between Ukrainian barley and world feed grain export prices","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Cointegration; Ukrainian; Economics; Error correction model; Agricultural economics; Short run; Monetary economics; Econometrics","authors":[{"name":"Kateryna Goychuk","is_ca":false},{"name":"William H. Meyers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04984567879909203,"gpt":0.2789640495723316,"spread":0.2291183707732395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003639985,0.0001235528,0.000191779,0.0005602188,0.0002291811,0.001288606,0.0001824618,0.0001599757,0.001670147],"category_scores_gemma":[0.001339954,0.00009962186,0.0002609126,0.001042246,0.0002557637,0.0005638365,0.0005136467,0.0003487876,0.0002424847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282025,"about_ca_system_score_gemma":0.0008884849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04169178,"about_ca_topic_score_gemma":0.03214101,"domain_scores_codex":[0.9998264,0.0000221049,0.00002425669,0.00004933664,0.00003532993,0.00004267149],"domain_scores_gemma":[0.9992266,0.000189573,0.0003314,0.00005036996,0.0001573768,0.00004473119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000129831,0.00004038522,0.970529,0.00005436608,0.0002952859,0.0008385648,0.001265114,0.00753902,0.002092462,0.002966913,0.0006119388,0.01363715],"study_design_scores_gemma":[0.00000174522,0.00002278739,0.9932453,0.00001210692,0.00003680135,0.0001136238,0.0008187957,0.003170546,0.0005479948,0.0002511306,0.001768689,0.00001041148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983273,0.000119599,0.0001334548,0.00004732776,0.000002128426,0.000001202487,0.0002782456,0.000006089753,0.001084694],"genre_scores_gemma":[0.9987792,0.00009542603,0.00008078614,0.000008175461,0.000002005155,0.000001257349,0.0004097234,0.000003644511,0.0006196813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04169178,"threshold_uncertainty_score":0.0828982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195899284","doi":"10.30970/meu.2020.44.0.3392","title":"USE OF POSITIVE EXPERIENCE OF DEVELOPED COUNTRIES IN REGULATION OF AGRICULTURAL PRODUCT MARKETS IN UKRAINE","year":2020,"lang":"en","type":"article","venue":"FORMATION OF MARKET ECONOMY IN UKRAINE","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Agriculture; Product (mathematics); Business; Agricultural economics; Agricultural science; Economics; Environmental science; Geography; Mathematics","authors":[{"name":"Petro Kutsyk","is_ca":false},{"name":"Oksana Senyshyn","is_ca":false},{"name":"Oleksandr Kundytskyj","is_ca":false},{"name":"Marta Zlydnyk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01972077959223499,"gpt":0.2043829842861163,"spread":0.1846622046938813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00244434,0.0002302335,0.0002161047,0.001054196,0.002611812,0.003751598,0.0004153611,0.0004276033,0.00129098],"category_scores_gemma":[0.003128731,0.0001691481,0.0001856593,0.001439436,0.002365056,0.001438613,0.004089802,0.0007149589,0.0001575534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0026161,"about_ca_system_score_gemma":0.002896893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00749283,"about_ca_topic_score_gemma":0.007647038,"domain_scores_codex":[0.9968346,0.001881838,0.0001667458,0.0001922937,0.0003867027,0.0005379644],"domain_scores_gemma":[0.9978131,0.0007350805,0.0006211236,0.0001814701,0.0003194695,0.0003297124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001711122,0.000167078,0.1245005,0.000765459,0.00008648173,0.009880869,0.6887356,0.001505346,0.005316368,0.04271263,0.003909185,0.1222495],"study_design_scores_gemma":[0.000009510517,0.0003899031,0.1904297,0.0006283526,0.00006084145,0.004851527,0.4211159,0.0006331794,0.00486199,0.00220935,0.3747151,0.0000946955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404027,0.003506877,0.0006237893,0.0008704172,0.00005388126,0.00002153585,0.00006747316,0.00001942691,0.0544339],"genre_scores_gemma":[0.9947925,0.001416807,0.0002099518,0.0001861475,0.000008051776,0.000007352448,0.00002843902,0.000007177226,0.00334363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00749283,"threshold_uncertainty_score":0.01898128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361853509","doi":"10.55365/1923.x2023.21.21","title":"Competitive Potential Branding Model of Subjects of Agro-food Economy Sector Ukraine","year":2023,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Agriculture; Competitive advantage; Value (mathematics); Ukrainian; Supply chain; Agribusiness; Economic sector; Industrial organization; Economics; Economy; Marketing","authors":[{"name":"Петро Макаренко","is_ca":false},{"name":"V. P. Pilyavsky","is_ca":false},{"name":"Inna Мykolenko","is_ca":false},{"name":"O.O. Varchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01691041218114669,"gpt":0.1905584740608972,"spread":0.1736480618797505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004719151,0.0001476531,0.0001041487,0.0009995659,0.0008937559,0.002097276,0.0002354025,0.0002318667,0.004006621],"category_scores_gemma":[0.000936932,0.00009432076,0.000262662,0.0009170662,0.0006912978,0.0009505738,0.0009159318,0.0002829164,0.0004642155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526668,"about_ca_system_score_gemma":0.001807483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006794776,"about_ca_topic_score_gemma":0.004252751,"domain_scores_codex":[0.9994358,0.0001405521,0.00002212686,0.00007327601,0.0001767286,0.0001514355],"domain_scores_gemma":[0.9995655,0.00006671736,0.0001001528,0.00003428026,0.0001480212,0.00008521391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002678941,0.0002398785,0.1853188,0.0001758079,0.00005560248,0.001392267,0.01013131,0.008374788,0.006001589,0.6621302,0.002748302,0.1231635],"study_design_scores_gemma":[0.00006361923,0.0006698598,0.4767311,0.0002391102,0.00009999398,0.002287372,0.03908145,0.05993787,0.005023251,0.2942568,0.1215319,0.00007763247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8160495,0.0002764392,0.00821543,0.000476137,0.00002033986,0.00008287121,0.0001362141,0.00002420921,0.1747189],"genre_scores_gemma":[0.9956222,0.00009983555,0.0009987117,0.00002097314,0.000005148397,0.00001539304,0.00006058735,0.000002612868,0.003174584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006794776,"threshold_uncertainty_score":0.01833236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884409853","doi":"10.26565/2076-1333-2018-24-03","title":"Transformation of the agrarian sphere of Ukraine: approaches to study","year":2018,"lang":"en","type":"article","venue":"Human Geography Journal","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"GLS Industries (Canada)","funders":"","keywords":"Agrarian society; Transformation (genetics); Economic system; Political science; Geography; Economics; Archaeology; Agriculture; Biology","authors":[{"name":"Liudmyla Niemets","is_ca":false},{"name":"Maryna Lohvynova","is_ca":true},{"name":"Yuriy Kandyba","is_ca":false},{"name":"Lyudmyla Klyuchko","is_ca":false},{"name":"Oleksiy Kraynukov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04734091788485695,"gpt":0.2173168427761723,"spread":0.1699759248913154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001814459,0.0003436356,0.0004514713,0.003574868,0.004296662,0.007555875,0.001093438,0.0009260137,0.003010668],"category_scores_gemma":[0.001260791,0.0001687237,0.000397151,0.004483975,0.009806441,0.004310499,0.004719045,0.001484511,0.0002624049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118944,"about_ca_system_score_gemma":0.005349953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756016,"about_ca_topic_score_gemma":0.02303039,"domain_scores_codex":[0.998431,0.001096594,0.00003682745,0.0001710593,0.00009631916,0.0001682818],"domain_scores_gemma":[0.9991375,0.0004671072,0.0001399402,0.00004632182,0.0001091721,0.00009979621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001472603,0.00007754115,0.005150425,0.0003358854,0.00001752289,0.0006982791,0.05704275,0.0007890192,0.0001474203,0.9159439,0.001612452,0.0181701],"study_design_scores_gemma":[0.00001083295,0.000105293,0.02050131,0.0009307986,0.00003629873,0.001005092,0.3787987,0.004499265,0.0003933966,0.3538828,0.2398029,0.00003323628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4571055,0.0629923,0.04233857,0.01662577,0.0005787932,0.0004277773,0.0005511439,0.00006282629,0.4193173],"genre_scores_gemma":[0.9752166,0.009722152,0.006403458,0.000436987,0.0001020911,0.0002409817,0.0001022214,0.00001350158,0.007762071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01756016,"threshold_uncertainty_score":0.08118552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904018527","doi":"10.31472/ihe.4.2018.07","title":"WORLD AND DOMESTIC EXPERIENCE OF BIOETHANOL PRODUCTION","year":2018,"lang":"en","type":"article","venue":"Industrial Heat Engineering","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Biofuel; Raw material; Hemicellulose; Ethanol fuel; Pulp and paper industry; Cellulose; Biotechnology; Starch; Fermentation; Sugar; Waste management; Environmental science; Chemistry; Food science; Engineering; Biology; Biochemistry; Organic chemistry","authors":[{"name":"A. A. Dolinskyi","is_ca":false},{"name":"Oleksandr Obodovych","is_ca":false},{"name":"Vitalii Sydorenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0273835019769122,"gpt":0.2295911773919594,"spread":0.2022076754150472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006286153,0.0003879254,0.0001254901,0.000803144,0.0007220543,0.001841563,0.0003116573,0.0004366668,0.01981839],"category_scores_gemma":[0.0006051126,0.00009602281,0.0001606619,0.002963297,0.000338282,0.001839842,0.001429078,0.0005797092,0.006250141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081518,"about_ca_system_score_gemma":0.0007479842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965513,"about_ca_topic_score_gemma":0.002687845,"domain_scores_codex":[0.9996831,0.00007128133,0.0000184453,0.00005589826,0.00008564427,0.00008552862],"domain_scores_gemma":[0.9996502,0.00005940617,0.0000496799,0.00003602641,0.0001080721,0.00009657906],"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":[0.0001776803,0.0002698491,0.01467786,0.001234798,0.00003551274,0.001980978,0.00560945,0.0007357738,0.007822597,0.05228907,0.09681115,0.8183554],"study_design_scores_gemma":[0.000001693384,0.00003868811,0.0079714,0.0001543149,0.000004488351,0.0006121475,0.001930459,0.00007970633,0.002125226,0.0006981933,0.9863731,0.00001043372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1627916,0.07455061,0.003989079,0.01152733,0.0008287434,0.00004430809,0.002635339,0.0003684109,0.7432647],"genre_scores_gemma":[0.5778556,0.1091319,0.005664913,0.003752392,0.0003796218,0.00004658062,0.004231893,0.0001961231,0.2987409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01981839,"threshold_uncertainty_score":0.06629914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201812777","doi":"10.33108/galicianvisnyk_tntu2021.04.151","title":"World food security: current state","year":2021,"lang":"en","type":"article","venue":"Galician economic journal","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Food security; Index (typography); Consumption (sociology); Business; Food safety; Quality (philosophy); Ranking (information retrieval); Economics; Development economics; Public economics; Geography; Agriculture; Medicine","authors":[{"name":"Liubov Oleksiivna Syhyda","is_ca":false},{"name":"А.Г. Бондаренко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01149765791434013,"gpt":0.2066239609021695,"spread":0.1951263029878293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002267009,0.0009150233,0.0005936066,0.003466908,0.001339066,0.005606218,0.001003873,0.001378496,0.02258519],"category_scores_gemma":[0.002992406,0.0002574837,0.0003298878,0.007321122,0.001319256,0.005805862,0.002656772,0.002009735,0.007814395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467573,"about_ca_system_score_gemma":0.004557223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005623635,"about_ca_topic_score_gemma":0.003472782,"domain_scores_codex":[0.9993528,0.0001183618,0.0000624192,0.0001261047,0.0002163321,0.0001240634],"domain_scores_gemma":[0.9984266,0.0002721757,0.0003380278,0.0001065131,0.0006187221,0.0002380699],"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":[0.0001490774,0.00007719888,0.01010356,0.003351688,0.00005374707,0.0001359713,0.0006300672,0.0004220253,0.000341213,0.05252739,0.2877418,0.6444663],"study_design_scores_gemma":[0.000005345948,0.00003509141,0.01221118,0.002816562,0.00002542461,0.0001267031,0.0009017839,0.0001434982,0.0001430532,0.007486254,0.976078,0.00002708801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02033374,0.4914948,0.003107524,0.09005516,0.01020226,0.0002316151,0.02273771,0.0008655337,0.3609716],"genre_scores_gemma":[0.29393,0.6076103,0.005092936,0.01164334,0.00535727,0.0005905746,0.02495241,0.0001964553,0.05062675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02258519,"threshold_uncertainty_score":0.07555497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390678857","doi":"10.36887/2415-8453-2023-4-39","title":"Features of internet marketing activities of companies of the agricultural sector","year":2023,"lang":"en","type":"article","venue":"Ukrainian Journal of Applied Economics and Technology","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Business; Marketing; The Internet; Digital marketing; Agrarian society; Agricultural marketing; Agriculture; Marketing management; Relationship marketing","authors":[{"name":"Oleksandr Omelianenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006426691055991353,"gpt":0.1682419546886982,"spread":0.1618152636327068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000649666,0.0001504391,0.00009134509,0.003382851,0.0004542548,0.001132459,0.0001600346,0.0003088456,0.002630816],"category_scores_gemma":[0.003711693,0.00006174974,0.000159849,0.00243161,0.0001964419,0.0009919329,0.0003560328,0.0002048678,0.0005325967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639788,"about_ca_system_score_gemma":0.0002676578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261425,"about_ca_topic_score_gemma":0.001808651,"domain_scores_codex":[0.9994317,0.0001788765,0.00004411152,0.00005315934,0.0002031903,0.00008899985],"domain_scores_gemma":[0.9941645,0.002714457,0.001793719,0.0002073186,0.0007093303,0.0004106855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001939895,0.0002658807,0.8753573,0.0001506239,0.00003498133,0.0006092072,0.004940317,0.0003171923,0.003788042,0.001773126,0.001511019,0.1110584],"study_design_scores_gemma":[0.000005085124,0.00007395711,0.9825256,0.00003605409,0.00002175905,0.0006935305,0.00428291,0.001050044,0.0009464326,0.0003179665,0.01003284,0.0000137599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769927,0.0003963684,0.0004697043,0.0001527776,0.000007228994,0.0000528235,0.0003969228,0.00004462575,0.02148675],"genre_scores_gemma":[0.9972711,0.0001578298,0.0005584847,0.00002698805,0.00001747229,0.00002081886,0.0003160754,0.000007536369,0.001623722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003382851,"threshold_uncertainty_score":0.008800983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015200969","doi":"10.15407/economyukr.2019.04.072","title":"ПЕРЕДУМОВИ РОЗВИТКУ ДИСТАНЦІЙНОЇ ЗАЙНЯТОСТІ СІЛЬСЬКОГО НАСЕЛЕННЯ","year":2020,"lang":"uk","type":"article","venue":"Economy of Ukraine","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Peasant; Residence; Quarter (Canadian coin); Economic growth; Work (physics); Population; China; Rural area; Rural development; Political science; Agriculture; Socioeconomics; Business; Geography; Demographic economics; Sociology; Economics; Engineering; Demography","authors":[{"name":"Марія Борисівна Махсма","is_ca":false},{"name":"В.М. Гаврилов","is_ca":false},{"name":"Serhii Voloshchuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01775110390815442,"gpt":0.1784103558015565,"spread":0.160659251893402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003966863,0.001155101,0.000700797,0.002841787,0.005506751,0.01541486,0.001870275,0.003528974,0.05948949],"category_scores_gemma":[0.01223486,0.001037491,0.001106131,0.002512853,0.009100986,0.009637079,0.004846056,0.004596012,0.02190542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00608375,"about_ca_system_score_gemma":0.009459249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009584371,"about_ca_topic_score_gemma":0.009240291,"domain_scores_codex":[0.9932994,0.001813594,0.000411812,0.001303568,0.002411987,0.0007595439],"domain_scores_gemma":[0.9941104,0.001644264,0.000492105,0.001011801,0.002165058,0.0005763625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005741866,0.00004380137,0.001432028,0.0002681171,0.00002715317,0.0003739073,0.004889713,0.0005459505,0.00120759,0.9265998,0.02049308,0.04406131],"study_design_scores_gemma":[0.00002813706,0.00004396995,0.002895325,0.0004759957,0.00004637602,0.0005401415,0.005712355,0.001090066,0.00226198,0.3629162,0.623903,0.00008636019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01517099,0.005535828,0.07198699,0.01801457,0.001580282,0.000238192,0.0009902474,0.0005297443,0.8859531],"genre_scores_gemma":[0.4603955,0.01082838,0.1171965,0.004728381,0.001282108,0.001121678,0.001476483,0.001224727,0.4017461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05948949,"threshold_uncertainty_score":0.1990122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411607388","doi":"10.21272/esbp.2025.2-04","title":"State Support for Agriculture in the Context of Ukraine’s Economic Security: Identification of Key Measures in the EU, Canada, the USA, and New Zealand’s Conceptual Models","year":2025,"lang":"en","type":"article","venue":"Economic sustainability and business practices","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Context (archaeology); Identification (biology); State (computer science); Key (lock); Agriculture; Political science; Conceptual framework; Regional science; Environmental resource management; Business; Geography; Computer science; Economics; Computer security; Sociology; Social science","authors":[{"name":"Yurii Hurtovyi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0200080421485993,"gpt":0.2486146597570237,"spread":0.2286066176084244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009574385,0.000385892,0.0003788161,0.001399966,0.000743094,0.003692178,0.0006120516,0.000456083,0.002358353],"category_scores_gemma":[0.002236353,0.0001716976,0.0006608574,0.001281124,0.001216565,0.001274814,0.001837545,0.0007881416,0.000114773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01174235,"about_ca_system_score_gemma":0.0118102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4802236,"about_ca_topic_score_gemma":0.3368285,"domain_scores_codex":[0.9994276,0.0001338979,0.00003242012,0.0000923454,0.0001074231,0.0002062406],"domain_scores_gemma":[0.9985726,0.0004732772,0.000419915,0.00003764663,0.0003162375,0.000180252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000192027,0.0003075284,0.4961055,0.0004808657,0.0005912059,0.001609804,0.006168108,0.0854893,0.001116058,0.3667994,0.004917722,0.03622252],"study_design_scores_gemma":[0.00005343425,0.0002780707,0.7016183,0.0008160943,0.001177897,0.0003545711,0.0214655,0.2000383,0.001161079,0.03228648,0.04061303,0.0001373447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661636,0.001654827,0.002676489,0.002913992,0.00002607804,0.00006649221,0.0006599097,0.00002371366,0.02581504],"genre_scores_gemma":[0.9968073,0.0006803221,0.0004148247,0.00004411341,0.000005314385,0.00002070687,0.0001470894,0.000003129289,0.001877102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5197764,"threshold_uncertainty_score":0.9548568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412834354","doi":"10.33730/2077-4893.2.2025.333826","title":"The circular economy paradigm in modern research","year":2025,"lang":"en","type":"article","venue":"Agroecological journal","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Circular economy; Economics; Biology; Ecology","authors":[{"name":"A. Moskalenko","is_ca":false},{"name":"Valerii Kolosha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02695659514954928,"gpt":0.2881593284774492,"spread":0.2612027333278999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01088745,0.0008594781,0.001212672,0.004751742,0.002637438,0.008346049,0.00139305,0.003437918,0.004251669],"category_scores_gemma":[0.007813774,0.0004712227,0.001215559,0.006096999,0.02589605,0.01031138,0.00351899,0.00450323,0.0008860501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008045261,"about_ca_system_score_gemma":0.005126325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474348,"about_ca_topic_score_gemma":0.001345743,"domain_scores_codex":[0.9909882,0.005472566,0.000479255,0.001254404,0.001302816,0.0005027644],"domain_scores_gemma":[0.9882095,0.008444899,0.001011371,0.001159964,0.0008959289,0.000278426],"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":[0.000002176016,0.000004484619,0.0000626377,0.00004411734,0.000005380029,0.00002131635,0.0002087167,0.0003918771,0.00001705261,0.9962443,0.000747916,0.002250002],"study_design_scores_gemma":[0.00000328895,0.000008896016,0.00008162335,0.00009046218,0.000003113078,0.00004185641,0.0002181772,0.0008316055,0.0000308357,0.9704512,0.02823253,0.000006436432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01598425,0.09654197,0.3834881,0.0714157,0.004385781,0.000247755,0.0003325208,0.0002584111,0.4273455],"genre_scores_gemma":[0.7426363,0.0757864,0.1308408,0.01024624,0.007177792,0.001198505,0.0002664565,0.0001809938,0.03166653],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01088745,"threshold_uncertainty_score":0.05837268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414047625","doi":"10.5539/jas.v17n10p79","title":"Technical, Allocative, and Economic Efficiency and Profitability of Black Soldier Fly Farming Among Smallholder Farmers in Selected Counties in Kenya","year":2025,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Camille and Henry Dreyfus Foundation","keywords":"Profitability index; Gross margin; Tobit model; Allocative efficiency; Production (economics); Profit (economics); Economic efficiency; Profit maximization; Agriculture","authors":[{"name":"Margret W. Ngigi","is_ca":false},{"name":"Joel Onyango Khobondo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005863827057497099,"gpt":0.2143949701732521,"spread":0.208531143115755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005108056,0.0002165893,0.0001692947,0.000759942,0.0008662129,0.0005880825,0.0002415007,0.0002484721,0.001039172],"category_scores_gemma":[0.001376908,0.000166003,0.0001385953,0.0009832161,0.0005213853,0.0005342843,0.0004286462,0.0001468592,0.0001186071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182601,"about_ca_system_score_gemma":0.0005647215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03842426,"about_ca_topic_score_gemma":0.1325716,"domain_scores_codex":[0.9996266,0.0001017443,0.00003199834,0.00005860595,0.0000652165,0.0001157731],"domain_scores_gemma":[0.9992793,0.0001832289,0.0003579672,0.00001729758,0.00007251498,0.00008964197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126498,0.000102637,0.9869675,0.00004532987,0.00002759909,0.0004007002,0.004701358,0.0002448986,0.00156197,0.0001579302,0.0001610532,0.005516294],"study_design_scores_gemma":[0.000002900508,0.00009629506,0.9924566,0.00001482955,0.00001145749,0.00009721529,0.006606766,0.0002546801,0.00012543,0.00004273287,0.0002845308,0.000006586048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998062,0.00002068605,0.000009572044,0.000009385732,1.654811e-7,0.000004454302,0.00003534026,1.683034e-7,0.0001140719],"genre_scores_gemma":[0.9995815,0.00006279798,0.00008134091,0.000004655226,5.054807e-7,0.000008955281,0.00004794749,3.224942e-7,0.0002120164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03842426,"threshold_uncertainty_score":0.07640117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109984692","doi":"10.32718/nvlvet-e9504","title":"Foreign experience of agricultural insurance and prospects of its adaptation in Ukraine","year":2020,"lang":"en","type":"article","venue":"Scientific Messenger of LNU of Veterinary Medicine and Biotechnologies","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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":"Agrarian society; Business; Agriculture; Insurance law; Income protection insurance; Insurance policy; Business interruption insurance; General insurance; Economic policy; Economic growth; Agricultural economics; Economics; Finance; Geography","authors":[{"name":"J. Muzychka","is_ca":false},{"name":"O. Dadák","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05914984031067856,"gpt":0.2578471377751826,"spread":0.198697297464504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007706786,0.00011018,0.000152608,0.0003668633,0.002083179,0.001705654,0.0002657158,0.0004704278,0.002994974],"category_scores_gemma":[0.0009808802,0.00008128343,0.0001607655,0.0005796521,0.0009316382,0.0008386876,0.001637973,0.000752343,0.0003274488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674328,"about_ca_system_score_gemma":0.0024062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127358,"about_ca_topic_score_gemma":0.01062249,"domain_scores_codex":[0.999375,0.0002408949,0.00002942627,0.00005040839,0.00007287434,0.0002313094],"domain_scores_gemma":[0.9996131,0.00006695561,0.0000829635,0.00002330881,0.00005115456,0.0001626501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002875007,0.0004852551,0.2087735,0.0006867943,0.00005356332,0.01549631,0.5242518,0.001500254,0.004639124,0.08986071,0.01531184,0.1386534],"study_design_scores_gemma":[0.00001064857,0.0002636432,0.2388478,0.0004089391,0.0000181392,0.004948637,0.2856882,0.0006121948,0.001268759,0.002901624,0.4649813,0.00005012312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9655437,0.004251816,0.0001438428,0.002885588,0.0001516683,0.00001012201,0.00005701799,0.00001067558,0.02694556],"genre_scores_gemma":[0.9892267,0.002054855,0.00006492036,0.0003600207,0.00002765324,0.000004146058,0.0000291117,0.000005462629,0.008227214],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0127358,"threshold_uncertainty_score":0.02532333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286388476","doi":"10.21272/mer.2021.94.09","title":"Scientific Aspects of the Formation of the Logistics System of Agricultural Companies","year":2021,"lang":"en","type":"article","venue":"Mechanism of an economic regulation","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Business; Agriculture; Industrial organization; Agricultural productivity; China; Productivity; Work (physics); Product (mathematics); Economics; Economic growth","authors":[{"name":"Леонід Таранюк","is_ca":true},{"name":"Hongzhou Qiu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01255448892051799,"gpt":0.1798093562477959,"spread":0.1672548673272779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002706228,0.0001719553,0.0001621814,0.002375842,0.001392463,0.003734393,0.0003961987,0.0005029488,0.001568792],"category_scores_gemma":[0.003594603,0.0001341225,0.0002437591,0.002130904,0.004274351,0.002626514,0.001050212,0.0005155836,0.0001469208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345193,"about_ca_system_score_gemma":0.004028345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472347,"about_ca_topic_score_gemma":0.0007229153,"domain_scores_codex":[0.9984508,0.0007451143,0.00008094201,0.0001456367,0.0004433428,0.0001341781],"domain_scores_gemma":[0.9975802,0.001153306,0.0005748757,0.0001790984,0.0004296174,0.00008282857],"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":[0.00003096464,0.00005642401,0.01366461,0.0004234865,0.00001997236,0.0003099744,0.004104911,0.006837011,0.00220427,0.9035505,0.001843588,0.0669542],"study_design_scores_gemma":[0.00001934301,0.0001157651,0.04939215,0.0003933115,0.00004442022,0.0005100787,0.009436903,0.01870457,0.004704206,0.7929674,0.1236558,0.000056014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5697615,0.0194654,0.09489986,0.02133079,0.000295785,0.0002967812,0.0002452286,0.000133243,0.2935714],"genre_scores_gemma":[0.9836259,0.005532471,0.005685205,0.0001674803,0.0001293762,0.00006805752,0.0000746635,0.000007603593,0.004709226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003734393,"threshold_uncertainty_score":0.01701564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249908350","doi":"10.32983/2222-4459-2021-12-154-161","title":"Analyzing the State of the Agricultural Land Market in the World and in Ukraine","year":2021,"lang":"en","type":"article","venue":"Business Inform","topic":"Agriculture Market Analysis Ukraine","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":"Arable land; Agricultural land; Hectare; Agriculture; Agricultural economics; Index (typography); Geography; Economics","authors":[{"name":"M. A. Komlieva","is_ca":false},{"name":"T. G. Chala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008103485619209535,"gpt":0.1968065387471999,"spread":0.1887030531279903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004483194,0.00007437877,0.0001736963,0.001741063,0.0003242769,0.001564933,0.0002073243,0.0001263064,0.0007541505],"category_scores_gemma":[0.0008131349,0.00007523035,0.0001749557,0.003134508,0.0004475253,0.001003828,0.0006703126,0.0002138951,0.000148385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292594,"about_ca_system_score_gemma":0.0009461602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584396,"about_ca_topic_score_gemma":0.01971671,"domain_scores_codex":[0.999708,0.00004562684,0.0000348434,0.00004215248,0.00009740634,0.00007209049],"domain_scores_gemma":[0.9991917,0.0001111691,0.0004093229,0.00003113101,0.0001987272,0.00005799258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000867347,0.00006608404,0.9197876,0.0001582278,0.00009651597,0.001324728,0.006770164,0.001547204,0.002907322,0.009135871,0.001599042,0.05652047],"study_design_scores_gemma":[0.000001100057,0.00003751053,0.9788069,0.00003150129,0.00001439552,0.0003550337,0.006483171,0.0009612239,0.0007522459,0.0004716411,0.01207361,0.00001167286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928023,0.0006106819,0.0001423499,0.000148054,0.000003896278,0.000004211483,0.0004079143,0.000006934522,0.00587366],"genre_scores_gemma":[0.9976196,0.0005304424,0.0001815668,0.00002264298,0.000004259504,0.000002714833,0.0003786765,0.000003708264,0.001256361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584396,"threshold_uncertainty_score":0.0315035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318101822","doi":"10.17059/2011-4-2","title":"Multifunctionality of agri-food sector: theoretic conseption, practical implementation","year":2011,"lang":"en","type":"article","venue":"Economy of Regions","topic":"Agriculture Market Analysis Ukraine","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":"Business; Food sector; Environmental planning; Environmental resource management; Natural resource economics; Environmental science; Agriculture; Economics; Geography","authors":[{"name":"Э. Н. Крылатых","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05672128210164996,"gpt":0.2531573283787805,"spread":0.1964360462771306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00749715,0.0008266762,0.0005744392,0.002486211,0.002717391,0.009501286,0.001517616,0.003967296,0.008578893],"category_scores_gemma":[0.005839745,0.0004690536,0.0005141324,0.002078307,0.02047923,0.01214277,0.004893904,0.003504666,0.0008806487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005920261,"about_ca_system_score_gemma":0.006004387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003197417,"about_ca_topic_score_gemma":0.004021259,"domain_scores_codex":[0.9978518,0.00119356,0.000106068,0.0002700553,0.0004502861,0.0001282694],"domain_scores_gemma":[0.9957517,0.002613473,0.0002861067,0.0004718349,0.0006558974,0.0002208851],"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":[0.000006174947,0.0000192596,0.0002303775,0.00008590468,0.000002997242,0.00005587494,0.0002466374,0.0004451154,0.0000804682,0.9883404,0.001426379,0.009060515],"study_design_scores_gemma":[0.000007180627,0.00003394271,0.0003738785,0.0002283985,0.000004558742,0.0001072299,0.00115649,0.002500402,0.0002035013,0.9647514,0.03062194,0.00001112862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03533642,0.07536122,0.2314069,0.2402384,0.001937248,0.0002431599,0.0002535883,0.0002038101,0.4150192],"genre_scores_gemma":[0.8820595,0.02622482,0.0549789,0.008113116,0.001715771,0.0004116749,0.00008294285,0.00008002769,0.02633331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009501286,"threshold_uncertainty_score":0.04295468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7006934277","doi":"","title":"Канадська система агрологістики (управління поставками) та її значення в Україні","year":2015,"lang":"uk","type":"dissertation","venue":"Electronic Volyn National University Institutional Repository","topic":"Agriculture Market Analysis Ukraine","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":"Agriculture; Tariff; Dairy industry; Dairy farming; Supply management","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008179663598287697,"gpt":0.2044549177590186,"spread":0.1962752541607309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001819806,0.0004670628,0.000334643,0.001868565,0.003779446,0.00811272,0.0008830438,0.001609823,0.02862139],"category_scores_gemma":[0.004666097,0.0005165534,0.0005609666,0.001703986,0.006271745,0.004069936,0.002094319,0.002183724,0.00740966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005745301,"about_ca_system_score_gemma":0.008962313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03413041,"about_ca_topic_score_gemma":0.03635181,"domain_scores_codex":[0.997183,0.0004181875,0.0001362315,0.0005223524,0.001358988,0.0003812853],"domain_scores_gemma":[0.997442,0.0004974569,0.0002391456,0.0002816105,0.001265145,0.000274644],"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":[0.00004790546,0.0000410429,0.002239025,0.0002525969,0.00002831173,0.0004405533,0.004673178,0.0006598404,0.003383006,0.8949579,0.0125625,0.0807141],"study_design_scores_gemma":[0.00002729385,0.00004830322,0.00783588,0.000315572,0.00004685907,0.0006123069,0.004940406,0.001195453,0.004091907,0.2748867,0.7059132,0.00008604881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03847592,0.006344559,0.06774982,0.00876759,0.0009584975,0.0002200171,0.000796027,0.0003790322,0.8763086],"genre_scores_gemma":[0.6696326,0.008190176,0.07413708,0.00142245,0.0005227694,0.0004376063,0.0006452349,0.0004581103,0.244554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9658696,"threshold_uncertainty_score":0.09574813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}