{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":92,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":92,"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":"542850c9aac6","filters":{"topic":"Digitalization and Economic Development in Agriculture"}},"results":[{"id":"W4386686383","doi":"10.18280/isi.280417","title":"Developing an Information Model for E-Commerce Platforms: A Study on Modern Socio-Economic Systems in the Context of Global Digitalization and Legal Compliance","year":2023,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Context (archaeology); E-commerce; Business; Information system; Knowledge management; Computer science; Internet privacy; Political science; World Wide Web; Law; Geography; Psychology","authors":[{"name":"Farouq Ahmad Faleh Alazzam","is_ca":false},{"name":"Hisham Jadallah Mansour Shakhatreh","is_ca":false},{"name":"Zaid Ibrahim Yousef Gharaibeh","is_ca":false},{"name":"Iryna Didiuk","is_ca":false},{"name":"Oleksandr Sylkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05068418730259738,"gpt":0.2607916466659683,"spread":0.2101074593633709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032452,0.0005068057,0.0005315289,0.003547372,0.001953267,0.006668884,0.00130764,0.001963497,0.003030273],"category_scores_gemma":[0.007489678,0.000349114,0.001146561,0.004168388,0.00381108,0.01017375,0.00228614,0.001467857,0.0005185943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004615339,"about_ca_system_score_gemma":0.004067475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009132633,"about_ca_topic_score_gemma":0.006095632,"domain_scores_codex":[0.9978628,0.00108078,0.0001261638,0.0002570268,0.0005188995,0.0001543405],"domain_scores_gemma":[0.9956643,0.002799084,0.0004632015,0.0004478094,0.0004633429,0.0001621776],"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":[0.000007522419,0.00003891751,0.001366907,0.00005020489,0.000009753876,0.0001109024,0.0009242666,0.02103216,0.0002329541,0.96794,0.000432816,0.007853686],"study_design_scores_gemma":[0.00001373468,0.00006643005,0.001637435,0.0001983846,0.0000275901,0.0001939264,0.002374921,0.257264,0.0004724361,0.7083715,0.02933816,0.00004142713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1350861,0.001428175,0.7654039,0.01103782,0.0001093014,0.0003669353,0.0005149844,0.0001681203,0.08588465],"genre_scores_gemma":[0.8092613,0.001586946,0.1823376,0.0002809744,0.00005785426,0.0003985364,0.000395519,0.00006184575,0.005619259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009132633,"threshold_uncertainty_score":0.03348678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163050639","doi":"10.5267/j.dsl.2021.1.002","title":"Measuring the effects of different factors influencing on the readiness of SMEs towards digitalization: A multiple perspectives design of decision support system","year":2021,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministry of Communication and Information Technology","keywords":"Analytic hierarchy process; Business; Small and medium-sized enterprises; Preparedness; Marketing; Process (computing); Knowledge management; Decision support system; Process management; Computer science; Finance; Economics","authors":[{"name":"Okfalisa Okfalisa","is_ca":false},{"name":"Wresni Anggraini","is_ca":false},{"name":"Gusman Nawanir","is_ca":false},{"name":"Saktioto Saktioto","is_ca":false},{"name":"Kuan Yew Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02838307581029939,"gpt":0.2189333899333245,"spread":0.1905503141230251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003486846,0.0007422072,0.0006661853,0.001654349,0.0007907749,0.002327912,0.0006518681,0.0006718593,0.004013527],"category_scores_gemma":[0.007573559,0.0004377383,0.001269478,0.001026,0.0004393663,0.001103798,0.001310134,0.0007136835,0.0003458017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009259895,"about_ca_system_score_gemma":0.001256432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262627,"about_ca_topic_score_gemma":0.002031861,"domain_scores_codex":[0.9977569,0.001202144,0.0002447881,0.0003247016,0.0003423195,0.0001291889],"domain_scores_gemma":[0.9963353,0.002476749,0.0002587581,0.0001390722,0.0006432544,0.0001468079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004956245,0.003748023,0.09963563,0.002688619,0.0008691731,0.001053266,0.01524516,0.1589881,0.09304472,0.01580442,0.001994011,0.6019726],"study_design_scores_gemma":[0.0004229759,0.004273656,0.04273296,0.0003705605,0.0008452769,0.0002169369,0.009937145,0.8724962,0.05488934,0.007300995,0.006305221,0.0002087985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6011038,0.0001194512,0.3897096,0.0003254772,0.00004775267,0.001974867,0.0005031602,0.0007552847,0.005460677],"genre_scores_gemma":[0.7743853,0.000106945,0.222639,0.00006346858,0.00000981174,0.001275046,0.0003730796,0.00002153222,0.001125825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004013527,"threshold_uncertainty_score":0.01844043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313648859","doi":"10.18280/ijsdp.170808","title":"Impact of Digital Farming on Sustainable Development and Planning in Agriculture and Increasing the Competitiveness of the Agricultural Business","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Agriculture; Business; Sustainable agriculture; Sustainable development; Precision agriculture; Integrated farming; Environmental economics; Environmental planning; Agricultural engineering; Computer science; Natural resource economics; Agricultural science; Environmental resource management; Agricultural economics; Engineering; Economics; Environmental science; Geography","authors":[{"name":"Evgeniia Kashina","is_ca":false},{"name":"Galina Yanovskaya","is_ca":false},{"name":"Elena Fedotkina","is_ca":false},{"name":"Andrey Tesalovsky","is_ca":false},{"name":"Е. А. Ветрова","is_ca":false},{"name":"Aigul Shaimerdenova","is_ca":false},{"name":"Madina Aitkazina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01001486326779065,"gpt":0.2167153526874459,"spread":0.2067004894196552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003622598,0.0002093167,0.000130937,0.001093,0.001296842,0.004753133,0.0003662294,0.0005353339,0.01168463],"category_scores_gemma":[0.007599865,0.0001139625,0.0003220485,0.001338763,0.002437243,0.002634426,0.003584793,0.0006124355,0.0004940364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737029,"about_ca_system_score_gemma":0.004063454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261397,"about_ca_topic_score_gemma":0.004143297,"domain_scores_codex":[0.9958227,0.002417237,0.0001426809,0.0001983041,0.000914618,0.0005044713],"domain_scores_gemma":[0.9884923,0.007207173,0.001136327,0.0005458787,0.001517723,0.001100653],"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":[0.0003541961,0.0008202477,0.1984524,0.001838333,0.0001424045,0.003110534,0.01716222,0.006229558,0.005583587,0.2600572,0.007924491,0.4983248],"study_design_scores_gemma":[0.00008180601,0.0009441131,0.5602899,0.002078197,0.0003247959,0.001528403,0.08984378,0.004510452,0.006128472,0.04099946,0.2931627,0.0001079238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5896271,0.002290343,0.002615038,0.006916394,0.0001356097,0.0000877803,0.0001161871,0.00003802608,0.3981734],"genre_scores_gemma":[0.9935089,0.0009654723,0.0009643105,0.0003527572,0.00002541507,0.00001267956,0.00001710614,0.000004578511,0.004148657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168463,"threshold_uncertainty_score":0.03908896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303945871","doi":"10.3390/jrfm15100452","title":"The Impact of Digitalization on Performance Indicators of Russian Commercial Banks in 2021","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Profitability index; Business; Commission; Industrial organization; Commerce; Finance; Political science","authors":[{"name":"Е. А. Потапова","is_ca":false},{"name":"М О Искосков","is_ca":false},{"name":"Natalia V. Mukhanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004346467221361248,"gpt":0.1874566427790187,"spread":0.1831101755576575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001381163,0.0001693694,0.0001931417,0.001323684,0.0002661179,0.001436273,0.0001484191,0.0003136437,0.001437809],"category_scores_gemma":[0.006154529,0.00006820307,0.0002755191,0.00177816,0.0004043527,0.0008491874,0.0007559043,0.0003772207,0.0003276524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009615921,"about_ca_system_score_gemma":0.0006871753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00619717,"about_ca_topic_score_gemma":0.003243075,"domain_scores_codex":[0.9990047,0.0002591996,0.0001236285,0.000114932,0.0003027442,0.0001948702],"domain_scores_gemma":[0.9943777,0.001352284,0.002233566,0.000260791,0.001344408,0.0004313171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001222946,0.00006138227,0.9847985,0.00002154618,0.00003064222,0.0001113661,0.0005977825,0.001059078,0.0004464887,0.0004363482,0.0002571307,0.01205746],"study_design_scores_gemma":[0.00000125328,0.00005279528,0.9974512,0.000007524629,0.00001140766,0.00005166788,0.0007671046,0.0007810573,0.0002830312,0.00007456569,0.0005140746,0.000004294255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983272,0.00008557413,0.00005572345,0.00007357314,0.000002096473,0.000003190301,0.0001533358,0.00000335967,0.001295868],"genre_scores_gemma":[0.999612,0.00005312585,0.00002612343,0.000004215488,0.000002851488,0.000001522452,0.0001441717,5.170791e-7,0.0001554975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00619717,"threshold_uncertainty_score":0.01232225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792458032","doi":"10.17323/1811-038x-2018-27-1-65-89","title":"Cooperation in Rural Russia: Past, Present and Future","year":2018,"lang":"en","type":"article","venue":"Мир России","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University","keywords":"Agrarian society; Political science; Presidential system; Schools of economic thought; Research center; Administration (probate law); Population; Economic history; Public administration; Sociology; Economic growth; Agriculture; Economics; Politics; Geography; Law","authors":[{"name":"Alexander V. Sobolev","is_ca":false},{"name":"Alexander Kurakin","is_ca":false},{"name":"Владимир Васильевич Пахомов","is_ca":false},{"name":"Ирина Троцук","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006977169876085594,"gpt":0.1869508752118565,"spread":0.179973705335771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002054519,0.0002878491,0.0005204754,0.001009873,0.002217889,0.003657189,0.0007006897,0.001869216,0.003499484],"category_scores_gemma":[0.001397151,0.0002276214,0.000220904,0.002653265,0.00488897,0.004457943,0.003137785,0.001894855,0.0004445475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708955,"about_ca_system_score_gemma":0.003564382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00542087,"about_ca_topic_score_gemma":0.005444129,"domain_scores_codex":[0.9988242,0.0005235735,0.00003628585,0.0001443893,0.0001217984,0.0003497757],"domain_scores_gemma":[0.998148,0.0005243294,0.0003648323,0.00006905282,0.0001789204,0.0007148999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003665667,0.0002479394,0.04300847,0.007490007,0.0001634946,0.002376409,0.08889963,0.0008993269,0.001256798,0.2993689,0.06746466,0.4884579],"study_design_scores_gemma":[0.00003086506,0.0002879709,0.1671324,0.007756294,0.00007433264,0.002643745,0.1717386,0.0005871457,0.0003299722,0.07455893,0.5747379,0.0001217741],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06207414,0.7812687,0.0004176447,0.135181,0.002020296,0.000007774137,0.0001405433,0.00002207196,0.01886796],"genre_scores_gemma":[0.5522983,0.4422745,0.0002178007,0.002221644,0.001265582,0.00001900518,0.00009192973,0.000008602489,0.001602723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00542087,"threshold_uncertainty_score":0.01965493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378836591","doi":"10.18280/ijsdp.180521","title":"Modeling the Effective Digitalization of the Education Management System in the Context of Sustainable Development","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainable development; Context (archaeology); Process management; Business; Environmental planning; Engineering management; Environmental resource management; Knowledge management; Engineering; Computer science; Environmental science; Political science; Geography","authors":[{"name":"Svitlana Kryshtanovych","is_ca":false},{"name":"Oksana Inozemtseva","is_ca":false},{"name":"Olha Voloshyna","is_ca":false},{"name":"Iryna Ostapiovska","is_ca":false},{"name":"О. М. Дуброва","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009630826356376984,"gpt":0.2163024376253008,"spread":0.2066716112689238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008239748,0.0003650411,0.0003211489,0.00067253,0.0006523218,0.002704037,0.0008751145,0.001183351,0.003413948],"category_scores_gemma":[0.001988523,0.0002648308,0.0007171302,0.000832039,0.001337954,0.00308543,0.001845069,0.0008918017,0.000279249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230871,"about_ca_system_score_gemma":0.002976317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051098,"about_ca_topic_score_gemma":0.007458486,"domain_scores_codex":[0.9994215,0.0002942049,0.00002885231,0.00007315633,0.00009814245,0.0000841549],"domain_scores_gemma":[0.9991749,0.0004872515,0.0001124483,0.00007648733,0.00009348847,0.00005539753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002503173,0.00007736898,0.002713543,0.0001294426,0.00002732748,0.0001424331,0.0007053033,0.6114592,0.001215014,0.3713488,0.0003827232,0.01177375],"study_design_scores_gemma":[0.00001967468,0.00006171509,0.001199005,0.00008231737,0.0000348157,0.00005611277,0.0006795469,0.8904894,0.0008601053,0.09664974,0.009842999,0.00002462294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1838647,0.0006886659,0.7126613,0.002618379,0.00008644468,0.0002653852,0.0003119059,0.0001690561,0.09933426],"genre_scores_gemma":[0.9325262,0.0007667543,0.05761952,0.00006835701,0.00002278001,0.0002128073,0.0001207411,0.00003075174,0.008632047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01051098,"threshold_uncertainty_score":0.02089959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395955807","doi":"10.18280/ijsdp.190402","title":"A Systematic Review on Digital Transformation and Organizational Performance in Higher Education","year":2024,"lang":"en","type":"review","venue":"International Journal of Sustainable Development and Planning","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Digital transformation; Knowledge management; Process management; Computer science; Business; World Wide Web","authors":[{"name":"Ramadania Ramadania","is_ca":false},{"name":"Yanki Hartijasti","is_ca":false},{"name":"Bintoro Bagus Purmono","is_ca":false},{"name":"D Haris","is_ca":false},{"name":"Muhammad Zaki Afifi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01988464509134254,"gpt":0.2507021124568786,"spread":0.2308174673655361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01117967,0.001285871,0.003673844,0.02255707,0.001190091,0.003628628,0.001442432,0.002090362,0.004363213],"category_scores_gemma":[0.05969109,0.0007631258,0.003498831,0.02196573,0.001055574,0.003842913,0.001737479,0.001385599,0.0005694645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003855625,"about_ca_system_score_gemma":0.0270368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007492,"about_ca_topic_score_gemma":0.0278439,"domain_scores_codex":[0.9866294,0.004632311,0.004429977,0.0007698601,0.003207206,0.0003312738],"domain_scores_gemma":[0.9395831,0.04229834,0.008364916,0.001117821,0.007891132,0.0007447151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007651438,0.00004202405,0.001244731,0.8518793,0.002015095,0.0002257715,0.0007794447,0.0001473185,0.0003015785,0.001146327,0.00539877,0.1367432],"study_design_scores_gemma":[0.00004221471,0.0001462615,0.004338466,0.9172401,0.01041193,0.0004849169,0.0008524841,0.00007758641,0.0002537029,0.0007324911,0.06538638,0.00003340385],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009679636,0.9966684,0.0002863631,0.0005596069,0.0002811625,0.000230791,0.0002583115,0.000007896158,0.0007395997],"genre_scores_gemma":[0.009048953,0.9886439,0.001020623,0.000458793,0.0001169561,0.0003176808,0.0001951931,0.000004502187,0.0001932819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02255707,"threshold_uncertainty_score":0.05912447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089981427","doi":"10.5539/ass.v10n23p85","title":"Development of Methodological Approaches to the Efficiency Analysis of Territorial-Industry Cluster Formation in the Forest Sector","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cluster (spacecraft); Business cluster; Business; Industrial organization; Economic geography; Regional science; Economics; Computer science; Mechanism (biology); Geography","authors":[{"name":"Светлана Морковина","is_ca":false},{"name":"Elena G. Popkova","is_ca":false},{"name":"Marianna S. Santalova","is_ca":false},{"name":"Artem Konstantinov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1201936642397506,"gpt":0.2706505004355234,"spread":0.1504568361957727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03899651,0.0007273518,0.001106499,0.008985446,0.001890424,0.005976941,0.002953691,0.001118511,0.004056071],"category_scores_gemma":[0.07190516,0.0006716314,0.00200698,0.008531458,0.005379789,0.004592981,0.004763274,0.002149811,0.0005444206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00658526,"about_ca_system_score_gemma":0.008342193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003240525,"about_ca_topic_score_gemma":0.002870064,"domain_scores_codex":[0.956039,0.03461718,0.001866614,0.002413408,0.004316839,0.0007470684],"domain_scores_gemma":[0.9210068,0.05691247,0.004872843,0.009784361,0.006832458,0.0005911119],"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":[0.00003737599,0.0001434436,0.009175139,0.0005400477,0.0002419433,0.00006191069,0.003535601,0.01543458,0.0005832943,0.90264,0.0007792503,0.06682742],"study_design_scores_gemma":[0.00005872357,0.0001268974,0.01060856,0.0004676624,0.0001200256,0.0001696993,0.007360854,0.1293654,0.002419284,0.8250239,0.02421677,0.00006226679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01048517,0.0003165366,0.9825638,0.0005387299,0.00002818111,0.0005072114,0.0001217224,0.00004828184,0.005390471],"genre_scores_gemma":[0.2082474,0.0003895993,0.7865895,0.0001075288,0.00004257218,0.002921151,0.0002217595,0.00004471054,0.001435778],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03899651,"threshold_uncertainty_score":0.2062357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069396309","doi":"10.5539/mas.v9n4p344","title":"Identification of Strategic Alternatives in Agribusiness","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Agribusiness; Identification (biology); Production (economics); Agriculture; Computer science; Stability (learning theory); Industrial organization; Strategic management; Business; Marketing; Economics; Microeconomics","authors":[{"name":"Natalia V. Bannikova","is_ca":false},{"name":"Andrei Nikolaevich Baydakov","is_ca":false},{"name":"Svetlana S. Vaytsekhovskaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05574908784135173,"gpt":0.238207129620797,"spread":0.1824580417794453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002069681,0.0005059661,0.0005859578,0.002593224,0.0009216667,0.002583349,0.0003771188,0.0004674057,0.002912167],"category_scores_gemma":[0.007211641,0.0002668615,0.0007822321,0.002672092,0.002349716,0.002109669,0.002014742,0.0006616302,0.0001523478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931358,"about_ca_system_score_gemma":0.001938486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554024,"about_ca_topic_score_gemma":0.003590756,"domain_scores_codex":[0.9969086,0.001735606,0.000180111,0.0003408233,0.0005966205,0.0002382331],"domain_scores_gemma":[0.9972518,0.001549244,0.0005371242,0.0001734012,0.000292956,0.0001954592],"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":[0.0001668902,0.00009815236,0.01739705,0.0001886272,0.000102127,0.000346617,0.001673393,0.07274388,0.001471988,0.8585907,0.0003210028,0.04689955],"study_design_scores_gemma":[0.00003481744,0.0001888843,0.01093705,0.00006944709,0.00004991783,0.000168875,0.003708472,0.3586214,0.001012481,0.6216145,0.003533568,0.00006061501],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7458383,0.0002593814,0.2306441,0.000338432,0.00001851303,0.0001839114,0.0001624578,0.00005874194,0.02249616],"genre_scores_gemma":[0.975221,0.00007953525,0.02386449,0.000006632778,0.000002320349,0.00005275994,0.00006219629,0.000003651692,0.0007074852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003554024,"threshold_uncertainty_score":0.01401305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171117359","doi":"10.5539/ass.v10n23p208","title":"Descriptive Analysis of Introduction of Innovative Technologies in Forestry","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Reforestation; Greenhouse; Afforestation; Silviculture; Forestry; Sowing; Adaptability; Receipt; Business; Agroforestry; Environmental science; Horticulture; Geography; Biology; Ecology","authors":[{"name":"О.М. Корчагин","is_ca":false},{"name":"Irina S. Zivonieva","is_ca":false},{"name":"Yuliya N. Popova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01025276423604324,"gpt":0.2127577606721088,"spread":0.2025049964360656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074648,0.000231369,0.0002431144,0.004556871,0.0005250135,0.00118196,0.0005080039,0.0002628679,0.011488],"category_scores_gemma":[0.006452934,0.0001035375,0.000540252,0.005520715,0.0004138925,0.001000283,0.0006588974,0.0006527515,0.001203778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187886,"about_ca_system_score_gemma":0.001007954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933873,"about_ca_topic_score_gemma":0.003522903,"domain_scores_codex":[0.9986186,0.0003199555,0.0001688528,0.0002002551,0.0004932155,0.0001991847],"domain_scores_gemma":[0.9844677,0.009430584,0.003266127,0.0006099502,0.001583275,0.0006422538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002694633,0.0002206029,0.9324898,0.000495701,0.0001319564,0.0003520092,0.00283831,0.001021761,0.0009324691,0.00756466,0.004832344,0.04885095],"study_design_scores_gemma":[0.000004415267,0.0001418484,0.9712413,0.0001064269,0.00004724341,0.0003268661,0.004016682,0.001322423,0.0004496999,0.0008265349,0.02149672,0.00001987622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408073,0.001424302,0.002587343,0.0003095146,0.00005190143,0.0002080487,0.0176939,0.0001231164,0.03679444],"genre_scores_gemma":[0.9860725,0.0005171116,0.001455275,0.0000323318,0.00003852536,0.0002023598,0.00595514,0.00002290572,0.005703752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011488,"threshold_uncertainty_score":0.03843117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996359607","doi":"10.5539/ass.v11n7p74","title":"Socio-Economic Potential of the Region and Its Evaluation","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Prosperity; Socioeconomic development; Management science; Economic system; Economics; Economic growth","authors":[{"name":"Valeria A. Cheymetova","is_ca":false},{"name":"Elena Victorovna Nazmutdinova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03026588147883397,"gpt":0.2384811107603853,"spread":0.2082152292815513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002987428,0.0005273537,0.0003792938,0.0061681,0.0007442417,0.00330855,0.0005270266,0.0004233527,0.004278881],"category_scores_gemma":[0.004391031,0.0001496679,0.0005381246,0.0044463,0.001487629,0.001851873,0.002801277,0.000380877,0.0005371491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242434,"about_ca_system_score_gemma":0.00247523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005421855,"about_ca_topic_score_gemma":0.006735371,"domain_scores_codex":[0.9967712,0.001213964,0.0001637115,0.0002095203,0.001406184,0.0002353717],"domain_scores_gemma":[0.9983194,0.0003698813,0.0001828006,0.0001191641,0.0008524805,0.0001562549],"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":[0.0002532705,0.0001249728,0.1825432,0.001250325,0.0004237799,0.001109734,0.00532412,0.09171397,0.004373866,0.3374153,0.007219789,0.3682477],"study_design_scores_gemma":[0.00002004015,0.0005553435,0.4386002,0.001420713,0.0004061984,0.001338216,0.03461297,0.1423984,0.006375731,0.1833332,0.190703,0.0002359451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.529982,0.008914986,0.1159344,0.002137108,0.0001726885,0.0006489248,0.003645659,0.00022244,0.3383417],"genre_scores_gemma":[0.983283,0.001979341,0.008650055,0.00002481247,0.00003307709,0.0001391124,0.0004858838,0.00001724063,0.00538738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0061681,"threshold_uncertainty_score":0.01758993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115054959","doi":"10.12133/j.smartag.2019.1.1.201812-sa005","title":"State-of-the-art and recommended developmental strategic objectivs of smart agriculture","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":13,"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; Computer science; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1146288559981024,"gpt":0.3929788704962655,"spread":0.2783500144981631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01109512,0.001237666,0.0009399058,0.007323222,0.002654391,0.01503553,0.003680513,0.007009867,0.02557176],"category_scores_gemma":[0.01729689,0.0006712948,0.001047295,0.008125624,0.005624747,0.01628042,0.005544138,0.004469585,0.01680595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005084198,"about_ca_system_score_gemma":0.01820482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005382213,"about_ca_topic_score_gemma":0.003816988,"domain_scores_codex":[0.9908217,0.002090092,0.001129371,0.001070636,0.004004828,0.000883278],"domain_scores_gemma":[0.9845212,0.004247942,0.001085092,0.001973804,0.006880833,0.001291084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006438315,0.0001528079,0.002128518,0.003090346,0.00002438392,0.0002527505,0.001138472,0.0004517795,0.00163372,0.2873648,0.1584185,0.5452796],"study_design_scores_gemma":[0.000005748037,0.00003146393,0.0008855356,0.002608773,0.00001496484,0.0002881941,0.001063676,0.0005970749,0.0007137281,0.03896653,0.9547866,0.00003771213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004295014,0.2707301,0.05431613,0.1383362,0.03018414,0.0009659777,0.001339607,0.001108278,0.4987246],"genre_scores_gemma":[0.09438427,0.5313475,0.1224657,0.03450734,0.0120461,0.001845093,0.004422602,0.0006246634,0.1983567],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02557176,"threshold_uncertainty_score":0.08554608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122230109","doi":"","title":"Exploration of Process and Competitive Factors of Entrepreneurship in Digital Space: A Multiple Case Study in Iran","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Typology; The Internet; Space (punctuation); Business; Process (computing); Marketing; Computer science; Sociology; World Wide Web","authors":[{"name":"Najmeh Hafezieh","is_ca":false},{"name":"Peyman Akhavan","is_ca":false},{"name":"Farjam Eshraghian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03185958854371355,"gpt":0.2223302934427658,"spread":0.1904707048990522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00232059,0.0003224845,0.0004326379,0.001915341,0.005606077,0.00214382,0.001174982,0.001325977,0.001798339],"category_scores_gemma":[0.002896616,0.0003255649,0.0005321819,0.002167628,0.002131681,0.002321529,0.002009024,0.001365603,0.0001907062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003570898,"about_ca_system_score_gemma":0.00300229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054148,"about_ca_topic_score_gemma":0.02353413,"domain_scores_codex":[0.9986525,0.0006025551,0.00005466843,0.0001071518,0.0002338113,0.0003493355],"domain_scores_gemma":[0.998275,0.0008252334,0.0003299059,0.00008823618,0.0001769997,0.0003046124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003340911,0.004050068,0.2462094,0.0004517115,0.00006512109,0.05381902,0.5976858,0.001615413,0.002180395,0.01816617,0.003334221,0.07208861],"study_design_scores_gemma":[0.00005172163,0.0004562323,0.07760875,0.0001962195,0.00005171379,0.006935468,0.8878161,0.002749414,0.001288354,0.002353167,0.02043875,0.0000541401],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969757,0.0001167895,0.0003633632,0.0002921005,0.000005359537,0.00006879343,0.00001819461,0.000001953121,0.002157791],"genre_scores_gemma":[0.9974685,0.000387914,0.0009901369,0.0000731663,0.000007646305,0.00005720838,0.00001797483,0.00000268803,0.0009949189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054148,"threshold_uncertainty_score":0.02590883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901766908","doi":"10.6000/1929-7092.2018.07.74","title":"Modeling the Process of Financing Small Organizations","year":2018,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Process (computing); Business; Finance; Computer science","authors":[{"name":"Natalia Morozko","is_ca":false},{"name":"Nina Morozko","is_ca":false},{"name":"Valentina Didenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02204346287951297,"gpt":0.230184892778682,"spread":0.2081414298991691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001709634,0.0005672048,0.0004548721,0.0008563159,0.0006674945,0.002410421,0.001245102,0.001856001,0.005234214],"category_scores_gemma":[0.005567586,0.0003744426,0.000817334,0.0008834183,0.001216902,0.002090261,0.001237741,0.001022412,0.0005449776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018844,"about_ca_system_score_gemma":0.001996889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136736,"about_ca_topic_score_gemma":0.005525922,"domain_scores_codex":[0.9993351,0.0002994389,0.00003215074,0.0001110862,0.0001067193,0.0001154491],"domain_scores_gemma":[0.9970676,0.001955284,0.0004413871,0.0001036778,0.0002331683,0.0001987275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005001911,0.0001159439,0.004355885,0.00009673707,0.00002590247,0.0003325142,0.000862496,0.6371239,0.0009216708,0.3410199,0.0007236871,0.0143714],"study_design_scores_gemma":[0.00002093842,0.00004384704,0.0007290584,0.00002456457,0.00001881313,0.00004219009,0.0001876712,0.9240528,0.0002323748,0.07227179,0.002361924,0.00001395821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2308886,0.0008157462,0.7083411,0.002484597,0.00008884213,0.0003691216,0.0004238438,0.0002306635,0.05635748],"genre_scores_gemma":[0.9344897,0.0009304563,0.04756409,0.00006396454,0.00004651611,0.0003936117,0.0001837616,0.00002626569,0.01630154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01136736,"threshold_uncertainty_score":0.02260238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415438988","doi":"10.1515/econ-2025-0174","title":"Can Agriculture-Related Enterprises’ Green Technological Innovation Ride the “Digital Inclusive Finance” Wave?","year":2025,"lang":"en","type":"article","venue":"Economics","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"National Office for Philosophy and Social Sciences; Chinese Academy of Agricultural Sciences; People's Government of Jilin Province","keywords":"Key (lock); Financial innovation; Technological change; Financial services; Channel (broadcasting); Financial inclusion; Technology innovation; FinTech","authors":[{"name":"Ning Gu","is_ca":false},{"name":"Chengbo Fu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006315566578933046,"gpt":0.1768145008125241,"spread":0.1704989342335911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008647471,0.0001092076,0.000165556,0.001003672,0.0005906395,0.003296119,0.0002593513,0.0006309893,0.005402658],"category_scores_gemma":[0.003073118,0.0000659678,0.0002160882,0.0008826896,0.001991866,0.003387451,0.002278672,0.0004757173,0.0002377323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597782,"about_ca_system_score_gemma":0.001046991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631657,"about_ca_topic_score_gemma":0.00280656,"domain_scores_codex":[0.9996495,0.00009124672,0.00001438163,0.00004372004,0.00007452953,0.0001266473],"domain_scores_gemma":[0.9978634,0.0008350919,0.0007190112,0.000146679,0.0001928254,0.0002430917],"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":[0.000244292,0.0003967701,0.3622714,0.0004569682,0.0001038988,0.001269417,0.005999296,0.004791413,0.004377788,0.4449678,0.00379745,0.1713236],"study_design_scores_gemma":[0.00006797447,0.0002153059,0.629626,0.0006385023,0.0001808319,0.0004589334,0.02812693,0.01398116,0.007608513,0.2191168,0.09990565,0.00007336264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389964,0.0008860566,0.002568181,0.003365269,0.00002640027,0.00002372706,0.00007723707,0.00001824498,0.05403844],"genre_scores_gemma":[0.9989939,0.0001721638,0.0001165854,0.0000791987,0.00000942568,0.000002174217,0.000007361676,9.424454e-7,0.0006181498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005402658,"threshold_uncertainty_score":0.01807368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606302690","doi":"","title":"AGRO-INDUSTRIAL CLUSTERS: OPPORTUNITIES FOR INNOVATIVE DEVELOPMENT AND FINANCING","year":2016,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Geopolitics; Business; Russian federation; Finance; Cluster (spacecraft); Industrial organization; Financial stability; Economics; Computer science; Financial system; Economic policy; Political science","authors":[{"name":"Н. В. Бондаренко","is_ca":false},{"name":"Tatyana Pavlovna Maksimova","is_ca":false},{"name":"Olga Aleksandrovna Zhdanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.078813887940551,"gpt":0.2245969938602357,"spread":0.1457831059196847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006406466,0.0001508041,0.0001409804,0.001011679,0.00100681,0.004055857,0.0004449045,0.000701432,0.005682161],"category_scores_gemma":[0.0009024479,0.0001171707,0.0001914052,0.001165341,0.001362872,0.00201423,0.001902087,0.0004750392,0.0004995748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686834,"about_ca_system_score_gemma":0.003497231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498764,"about_ca_topic_score_gemma":0.002168889,"domain_scores_codex":[0.9996539,0.0001057593,0.00001170273,0.00004551455,0.00006114906,0.0001220215],"domain_scores_gemma":[0.9992726,0.000152216,0.0001572688,0.00008757385,0.0001210543,0.0002092759],"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":[0.0000587523,0.00006271806,0.01277511,0.0001885673,0.00001579436,0.0004639145,0.001065937,0.004487913,0.0007624821,0.909448,0.004899478,0.06577134],"study_design_scores_gemma":[0.00006489869,0.0002554441,0.03757996,0.0005426893,0.0000579375,0.001299028,0.00729773,0.01884156,0.003194658,0.4065737,0.5242516,0.00004079353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4885319,0.01750219,0.02182076,0.01996069,0.0001999905,0.0002014614,0.0002991958,0.0001733463,0.4513105],"genre_scores_gemma":[0.9828757,0.004520578,0.0015283,0.00008378206,0.00006329518,0.00003206704,0.00005051811,0.000004301577,0.01084145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005682161,"threshold_uncertainty_score":0.01949441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166845710","doi":"10.6000/1929-4409.2021.10.23","title":"Transformation of Education Processes and Preparation of Competencies for the Digital Economy","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Russian Foundation for Basic Research","keywords":"Agrarian society; Context (archaeology); Digital transformation; Digital economy; Agriculture; State (computer science); Knowledge management; Computer science; Sociology; Business","authors":[{"name":"Olga Kosenchuk","is_ca":false},{"name":"Mikhail Kulapov","is_ca":false},{"name":"Yuliya A. Diner","is_ca":false},{"name":"Алла Зинич","is_ca":false},{"name":"Yulia N. Revyakina","is_ca":false},{"name":"Alexey O. Adelfinskiy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0323977988270482,"gpt":0.2702122982627111,"spread":0.2378144994356629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001568886,0.0001834783,0.0001173015,0.001126057,0.001650691,0.004484357,0.0003946497,0.0008476307,0.004621652],"category_scores_gemma":[0.003376457,0.0001093464,0.0001911805,0.0007793449,0.005806984,0.004404734,0.004124396,0.001164766,0.0008326739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387675,"about_ca_system_score_gemma":0.004934465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848205,"about_ca_topic_score_gemma":0.001729346,"domain_scores_codex":[0.9987111,0.0005700393,0.00005747444,0.0001667093,0.0002657797,0.0002289233],"domain_scores_gemma":[0.9985139,0.0005885486,0.0002174218,0.0002018088,0.0002017742,0.0002765812],"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":[0.00001697073,0.0001286859,0.004940338,0.0001304853,0.000005596439,0.0003024609,0.02368151,0.0006967771,0.001841488,0.8403419,0.002216447,0.1256973],"study_design_scores_gemma":[0.00001934262,0.0001355596,0.02186993,0.0005184449,0.000007236887,0.0007577465,0.06753324,0.001643037,0.002867807,0.4685263,0.4360892,0.00003199801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3504547,0.003957269,0.07150952,0.02468404,0.0003227094,0.0002982143,0.0001220871,0.0001682687,0.5484833],"genre_scores_gemma":[0.9672583,0.001072565,0.01311125,0.0004698777,0.00004906999,0.00007391879,0.00003886193,0.0000239379,0.01790204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004621652,"threshold_uncertainty_score":0.01732385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385976117","doi":"10.5267/j.uscm.2023.6.019","title":"The factors affecting digital transformation in small and medium enterprises in Hanoi city","year":2023,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Technology acceptance model; Digital transformation; Usability; Business; Theory of reasoned action; Theory of planned behavior; Affect (linguistics); Transformation (genetics); Small and medium-sized enterprises; Marketing; Control (management); Knowledge management; Computer science; Psychology; Social psychology; Artificial intelligence","authors":[{"name":"Thanh Tung Hoang","is_ca":false},{"name":"Vũ Thị Kim Dung","is_ca":false},{"name":"T. Hung Lam","is_ca":false},{"name":"Hoai Nam Pham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01610405213542324,"gpt":0.2037609065972441,"spread":0.1876568544618209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003788439,0.0001274228,0.000107852,0.0006519862,0.00147694,0.001330158,0.0002112947,0.00020751,0.002176121],"category_scores_gemma":[0.001582931,0.0001028719,0.0001614051,0.001024081,0.0007392241,0.0006234433,0.001011401,0.0003822104,0.0001394615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527683,"about_ca_system_score_gemma":0.001654977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0500598,"about_ca_topic_score_gemma":0.07461753,"domain_scores_codex":[0.9995851,0.0000866907,0.00003004139,0.00003613444,0.0001075395,0.0001545561],"domain_scores_gemma":[0.9986785,0.0002957993,0.0003557277,0.00004620623,0.0002255662,0.0003980931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007642301,0.0001841978,0.9591905,0.00006511173,0.00002094688,0.001426415,0.01675152,0.0003319186,0.001692932,0.0009959349,0.0005570266,0.01870707],"study_design_scores_gemma":[0.00000326627,0.00003636516,0.9578333,0.00001700931,0.00001448571,0.0001336206,0.03839515,0.000445957,0.0003786714,0.0001565662,0.002573491,0.0000121572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982213,0.000030125,0.00006450817,0.0001195177,0.000001429363,0.000008444943,0.00001526556,0.000002117695,0.001537298],"genre_scores_gemma":[0.9995207,0.00004646761,0.00005319669,0.00001490923,0.000001105175,0.000004076894,0.00002115141,7.456862e-7,0.000337732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0500598,"threshold_uncertainty_score":0.09953684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092094366","doi":"10.5430/ijfr.v11n5p392","title":"Financial Impact of Digital Technologies as a Promising Element of Import Substitution","year":2020,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Kazan Federal University","keywords":"Agriculture; Industrial production; Context (archaeology); Production (economics); Order (exchange); Business; Agricultural productivity; Commerce; Economics; Digital economy; Industrial organization; Finance; Macroeconomics","authors":[{"name":"Elvira Bulatova","is_ca":false},{"name":"Elmira Amirova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05291975569098867,"gpt":0.3317763619367936,"spread":0.2788566062458049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004142206,0.000158419,0.00009045334,0.001028563,0.0009403191,0.003531195,0.0002175405,0.0005058192,0.005183289],"category_scores_gemma":[0.001543594,0.00006635961,0.0001587102,0.00106201,0.001460016,0.002725619,0.001409255,0.0005931635,0.0004040327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847477,"about_ca_system_score_gemma":0.001022442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405098,"about_ca_topic_score_gemma":0.001786888,"domain_scores_codex":[0.9995771,0.0001206572,0.00002039801,0.00003899786,0.0001492168,0.00009362346],"domain_scores_gemma":[0.9993101,0.0002142682,0.0002131969,0.00005088249,0.0001422671,0.00006918441],"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":[0.0001812885,0.0001259547,0.06651575,0.0003619157,0.00003559401,0.002731738,0.006586102,0.002918666,0.005581564,0.7824761,0.004091977,0.1283934],"study_design_scores_gemma":[0.00004329257,0.0004607211,0.2164782,0.001229302,0.0001435531,0.003653995,0.03680155,0.0108939,0.01713045,0.1762657,0.5367918,0.0001074804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5803079,0.002377893,0.005200948,0.004933781,0.0001234889,0.00004153019,0.0001723172,0.0000420401,0.4068],"genre_scores_gemma":[0.9925936,0.0007419576,0.0005257278,0.00009964498,0.00002571871,0.000005896486,0.00003316237,0.000004503019,0.005969879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005183289,"threshold_uncertainty_score":0.01733983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390345171","doi":"10.18280/ijsdp.181202","title":"Does Digital Transformation Promote Sustainable Development of Enterprises: An Empirical Analysis of A-Share Listed Companies","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Sustainable development; Digital transformation; Transformation (genetics); Environmental economics; Industrial organization; Economics; Computer science","authors":[{"name":"Gongwen Xu","is_ca":false},{"name":"Dhakir Abbas Ali","is_ca":false},{"name":"Amiya Bhaumik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01978525526426309,"gpt":0.2596949746852731,"spread":0.2399097194210101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001402191,0.0001510581,0.0001709297,0.001008862,0.0007467438,0.002938069,0.0004978599,0.0008521228,0.003782851],"category_scores_gemma":[0.006366028,0.0001117459,0.0003566908,0.001738434,0.001294986,0.002914607,0.001483866,0.0007868434,0.0003447949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536058,"about_ca_system_score_gemma":0.001487874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117092,"about_ca_topic_score_gemma":0.01855896,"domain_scores_codex":[0.9993404,0.0001394623,0.0000513624,0.00006971325,0.0001764351,0.0002227072],"domain_scores_gemma":[0.9823935,0.008715325,0.005575481,0.0005592869,0.001350798,0.001405648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001360774,0.0004885406,0.9881155,0.00003190419,0.00006264828,0.0002004697,0.002194659,0.0004073409,0.0002869568,0.001857213,0.0001587992,0.006059845],"study_design_scores_gemma":[0.00002388223,0.0003427354,0.9644322,0.00006073878,0.0001127027,0.0001254504,0.02851653,0.002302966,0.001088227,0.0008465055,0.002135248,0.0000129439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983255,0.00005417256,0.00002393838,0.0001341985,0.000001107287,0.000003874949,0.00002237104,6.667451e-7,0.001434218],"genre_scores_gemma":[0.9996924,0.00004206873,0.0000106127,0.0000118547,0.000002272531,0.000001038596,0.00003327155,3.828904e-7,0.0002061708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117092,"threshold_uncertainty_score":0.02328211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382203719","doi":"10.18280/ijsdp.180627","title":"Sustainable Development of the Agro-Industrial Complex through Modeling Aspects of Logistics Management","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainable development; Business; Process management; Environmental planning; Environmental science","authors":[{"name":"Yaroslav Zhovnirchyk","is_ca":false},{"name":"Н. В. Бондарчук","is_ca":false},{"name":"Valeriy Cherkaska","is_ca":false},{"name":"Viktoriia Terletska","is_ca":false},{"name":"Valerii Gusiev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05985778819940521,"gpt":0.2526579563450149,"spread":0.1928001681456097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002640792,0.0005251399,0.000277234,0.0005869874,0.0005223543,0.002317502,0.000671826,0.0008121023,0.002941196],"category_scores_gemma":[0.0004379569,0.0002041397,0.0006687957,0.0008609659,0.0007047615,0.002128757,0.001108791,0.0006608315,0.0003792318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428469,"about_ca_system_score_gemma":0.002158162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008636646,"about_ca_topic_score_gemma":0.008465108,"domain_scores_codex":[0.9998272,0.00006358852,0.000008849857,0.00003058214,0.00004303452,0.00002684451],"domain_scores_gemma":[0.9998587,0.00004833303,0.00003658891,0.00001492164,0.00002480388,0.00001656172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009230987,0.00005093828,0.001574711,0.00007198317,0.00002284092,0.0001324451,0.0001589386,0.7941791,0.001035246,0.1928608,0.0005932889,0.009310484],"study_design_scores_gemma":[0.00001194261,0.00004106521,0.0007908955,0.00005419507,0.00002457074,0.00006490837,0.0002678498,0.9002067,0.0005634249,0.08087995,0.01707626,0.00001826547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1298247,0.00113641,0.7007059,0.00231889,0.0001052377,0.0001864049,0.0004403207,0.0002823702,0.1649997],"genre_scores_gemma":[0.9144389,0.002098947,0.06487603,0.0001057545,0.00003444189,0.00020497,0.0002102155,0.00005033681,0.01798032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008636646,"threshold_uncertainty_score":0.01717275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388566322","doi":"10.18280/ijsse.130506","title":"The Role of Digitalization in Ensuring the Financial and Economic Security of Trading Enterprises Under the Conditions of External Shocks","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":6,"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":"Business; Finance","authors":[{"name":"Maksym Dubyna","is_ca":false},{"name":"Liudmyla Verbivska","is_ca":false},{"name":"Olga Kalchenko","is_ca":false},{"name":"Veronika Dmytrovska","is_ca":false},{"name":"Dmytro Pіlevych","is_ca":false},{"name":"Іhor Lysohor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004505784376048393,"gpt":0.1878148643227134,"spread":0.183309079946665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007694187,0.0001375861,0.0001379916,0.001008772,0.000748259,0.003762426,0.0002979238,0.000383753,0.001476984],"category_scores_gemma":[0.002677263,0.00007167459,0.0001389581,0.0009169483,0.001719456,0.002846877,0.001996094,0.0003275165,0.0001656308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087161,"about_ca_system_score_gemma":0.00110963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004942,"about_ca_topic_score_gemma":0.001447018,"domain_scores_codex":[0.9996131,0.0001262492,0.00002936915,0.00004650255,0.00006562947,0.0001192475],"domain_scores_gemma":[0.9981225,0.0006254119,0.00073266,0.0002039839,0.0001623481,0.0001531132],"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":[0.0004688475,0.0002301301,0.39969,0.0005145281,0.0001220473,0.003296566,0.01548691,0.02405357,0.01057531,0.2842272,0.00144927,0.2598855],"study_design_scores_gemma":[0.00003363346,0.0004781613,0.7020582,0.0008742358,0.0001850402,0.001975023,0.04978171,0.0360524,0.01272765,0.1241957,0.07153869,0.00009952721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610394,0.0007956729,0.003247387,0.0007384748,0.00001214881,0.00002212321,0.00006708405,0.0000225155,0.03405516],"genre_scores_gemma":[0.9991016,0.0002548319,0.0002615269,0.00001684741,0.000004282083,0.000002065028,0.000009396871,9.833162e-7,0.0003483188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003762426,"threshold_uncertainty_score":0.0078879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586544479","doi":"","title":"MONITORING PARAMETERS RELATED TO INVESTMENT ACTIVITY IN THE AGRARIAN SECTOR OF REGIONS ECONOMIES","year":2016,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":6,"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; Investment (military); Context (archaeology); Modernization theory; Agriculture; Economic stability; Economic sector; Business; Economics; Industrial organization; Economic system; Economic growth; Economy; Political science; Macroeconomics; Geography","authors":[{"name":"И. Б. Манжосова","is_ca":false},{"name":"Elena Viktorovna Rodina","is_ca":false},{"name":"Anna Dolgopolova","is_ca":false},{"name":"Igor Petrovich Shepet","is_ca":false},{"name":"Vladimir Nikolaevich Ryabov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027384181894026,"gpt":0.2175728708352094,"spread":0.1901886889411834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212002,0.0002133161,0.0002766127,0.002536817,0.0002579668,0.001406342,0.0002555482,0.0002632024,0.0009280586],"category_scores_gemma":[0.004159045,0.00009784725,0.0001833935,0.003566716,0.0003586046,0.0007663195,0.0006087243,0.000185841,0.0001617275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008081648,"about_ca_system_score_gemma":0.000512285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935553,"about_ca_topic_score_gemma":0.002676006,"domain_scores_codex":[0.9992192,0.0002826789,0.00009726859,0.0001272926,0.0001991394,0.00007441075],"domain_scores_gemma":[0.9973214,0.00089468,0.000999283,0.0001909993,0.0005089531,0.0000847081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107438,0.00004926023,0.945321,0.0001190175,0.000070089,0.0001479005,0.001814254,0.006164642,0.002357302,0.005793352,0.0002483561,0.03780746],"study_design_scores_gemma":[0.000002152778,0.00008471367,0.9797651,0.00003240262,0.00003586079,0.0001409545,0.003757542,0.008214317,0.002974281,0.002245385,0.002727129,0.00002012702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865937,0.0001970164,0.004519568,0.00004249385,0.000003737856,0.00003672307,0.0005792439,0.00001666414,0.008010862],"genre_scores_gemma":[0.9974748,0.00009526197,0.001811696,0.000002505038,0.000002939028,0.00001358109,0.0002689257,0.000002228675,0.0003279908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002935553,"threshold_uncertainty_score":0.006409764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954679256","doi":"10.6000/1929-7092.2019.08.31","title":"Eco-Economic Systems of Russian Agriculture: Statistical Analysis","year":2019,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Agriculture; Economic analysis; Agricultural economics; Statistical analysis; Economics; Business; Economic system; Natural resource economics; Mathematics; Geography; Statistics; Archaeology","authors":[{"name":"Александр Дмитриевич Думнов","is_ca":false},{"name":"Lyudmila Ivanovna Khoruzhi","is_ca":false},{"name":"Анна Евгеньевна Харитонова","is_ca":false},{"name":"Anna Ukolova","is_ca":false},{"name":"Svetlana Aleksandrovna Skachkova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01030027403422685,"gpt":0.217931606041139,"spread":0.2076313320069122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002512541,0.0001544196,0.0003664075,0.004115759,0.0004775258,0.001820704,0.0002243385,0.0001566252,0.002687562],"category_scores_gemma":[0.007125962,0.000101958,0.0004728161,0.004659062,0.0006974742,0.0007079165,0.001069278,0.0004060612,0.0003322408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118027,"about_ca_system_score_gemma":0.001160159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00771757,"about_ca_topic_score_gemma":0.003375318,"domain_scores_codex":[0.997799,0.001248999,0.0001582696,0.0002847804,0.0003899172,0.0001189857],"domain_scores_gemma":[0.9961931,0.002325845,0.0005060142,0.0003372369,0.0005501182,0.00008781818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000150673,0.00009574,0.6757108,0.0003130915,0.0005659882,0.0004087079,0.002647277,0.02033905,0.0008570612,0.1152669,0.008474103,0.1751705],"study_design_scores_gemma":[0.00000815916,0.0001640686,0.8431407,0.0000959,0.0001961563,0.0003357761,0.004648325,0.07779031,0.0007813735,0.03808479,0.0347108,0.00004371886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733194,0.003451723,0.07535325,0.001364616,0.0001170093,0.000255744,0.006834024,0.000449742,0.03885446],"genre_scores_gemma":[0.9903584,0.0004570635,0.006512046,0.00002239346,0.00003679601,0.00008083561,0.001457082,0.00002177201,0.001053625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00771757,"threshold_uncertainty_score":0.01534534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995834913","doi":"10.5539/ass.v10n23p151","title":"Banking Services Improvement through the Development of Service Technologies","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Personalization; Business; Service (business); Quality (philosophy); The Internet; Marketing; Industrial organization; Process management; Computer science","authors":[{"name":"Татьяна Вячеславовна Зайцева","is_ca":false},{"name":"Gennady A. Buryakov","is_ca":false},{"name":"Zhanna V. Gornostaeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01149296912575344,"gpt":0.2130251510623851,"spread":0.2015321819366317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007926535,0.0003106007,0.0001746824,0.002080843,0.0004846712,0.002641044,0.0003713521,0.000514909,0.003041002],"category_scores_gemma":[0.001604301,0.00006692897,0.0003273848,0.002163204,0.001109509,0.002251695,0.001398867,0.0004541641,0.0004585117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410083,"about_ca_system_score_gemma":0.001945499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000953063,"about_ca_topic_score_gemma":0.001282798,"domain_scores_codex":[0.9992722,0.0002899525,0.0000445888,0.00004670656,0.0002487908,0.00009781469],"domain_scores_gemma":[0.9992213,0.0003110809,0.0001334973,0.00006546968,0.0002021272,0.00006648216],"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":[0.0000518308,0.00019244,0.008027543,0.0008854581,0.00002813684,0.0002675439,0.002534714,0.002423399,0.003867363,0.2587036,0.004897812,0.7181202],"study_design_scores_gemma":[0.0000702542,0.0008634384,0.04135809,0.002470724,0.0001824276,0.00176654,0.01822567,0.03442147,0.02357653,0.2783031,0.598695,0.00006671705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3731922,0.02169413,0.156671,0.01877409,0.0004825455,0.000610888,0.0001834153,0.0006928453,0.4276989],"genre_scores_gemma":[0.9296126,0.01148089,0.04899839,0.000481881,0.0001201923,0.0001044241,0.00005828406,0.00001992646,0.009123362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003041002,"threshold_uncertainty_score":0.0102309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134117556","doi":"10.18174/537610","title":"NSO-typering agrarische bedrijven 2020 : Normen en uitgangspunten bij typering agrarische bedrijven in Nederland","year":2021,"lang":"nl","type":"report","venue":"","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Arjan Wisman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0150106559222376,"gpt":0.2133201791677092,"spread":0.1983095232454716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009400855,0.0004935022,0.0007312709,0.00159694,0.000969413,0.007042689,0.002100798,0.002050497,0.01008909],"category_scores_gemma":[0.007785124,0.0006750134,0.0005287749,0.002908983,0.0007278735,0.002289488,0.002233659,0.002193391,0.002042012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008026317,"about_ca_system_score_gemma":0.02036719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4600445,"about_ca_topic_score_gemma":0.4460601,"domain_scores_codex":[0.9943876,0.001017933,0.0006340731,0.0004871904,0.002615626,0.0008576174],"domain_scores_gemma":[0.9951553,0.00119529,0.0006094321,0.0002079651,0.001816304,0.001015786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001676136,0.000604329,0.07323771,0.00240562,0.000197101,0.0009006091,0.006377484,0.007476049,0.009135219,0.1567472,0.6111902,0.1300524],"study_design_scores_gemma":[0.00007294582,0.00006729217,0.1285318,0.0006631075,0.00006084137,0.0001142957,0.003921264,0.001197944,0.002978541,0.003746202,0.8585454,0.0001002829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2464279,0.02540598,0.01407209,0.02873937,0.00305232,0.001025998,0.3034975,0.001118927,0.37666],"genre_scores_gemma":[0.3849508,0.01025296,0.04786808,0.008616556,0.0003111996,0.00214297,0.2281362,0.0009043957,0.3168169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4600445,"threshold_uncertainty_score":0.9147334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4372346490","doi":"10.18280/ijsdp.180405","title":"Creating Optimal Conditions for the Development of Agribusiness by Scenario Modeling of the Production and Industry Structure of Agricultural Formations","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Agribusiness; Production (economics); Agriculture; Business; Agricultural productivity; Agricultural engineering; Industrial organization; Engineering; Economics; Geography; Microeconomics","authors":[{"name":"Rasul Uzbekovich Gusmanov","is_ca":false},{"name":"Eugene Stovba","is_ca":false},{"name":"Milyausha Tagirovna LUKYANOVA","is_ca":false},{"name":"Alexander Semin","is_ca":false},{"name":"Rimma Gilmutdinova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01650443528157985,"gpt":0.2301925857531696,"spread":0.2136881504715898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00135132,0.0008122397,0.0007459291,0.001211939,0.00064724,0.002387223,0.0006110531,0.0009726602,0.004549969],"category_scores_gemma":[0.003656317,0.0006587929,0.0009404441,0.0007511185,0.000899878,0.001597207,0.001527074,0.0008090964,0.0002611335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674745,"about_ca_system_score_gemma":0.002154319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006043702,"about_ca_topic_score_gemma":0.005081621,"domain_scores_codex":[0.9994535,0.0002808329,0.00001855792,0.00007733495,0.00005884881,0.0001108721],"domain_scores_gemma":[0.9991423,0.0005191246,0.0001204335,0.00003692066,0.000100867,0.00008039242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001520925,0.00001094049,0.000330159,0.00001687646,0.000007382022,0.00003553621,0.00003510452,0.9746321,0.0003506566,0.02300983,0.0001161882,0.001440044],"study_design_scores_gemma":[0.000008936722,0.00001942558,0.0001731554,0.00001003969,0.00000601319,0.000009341217,0.0000753641,0.9841978,0.0002454313,0.01469579,0.000552242,0.000006449507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2233599,0.0002998792,0.7442067,0.0006797492,0.00003172067,0.0002466991,0.000443933,0.0001751352,0.03055632],"genre_scores_gemma":[0.9319392,0.0003143423,0.06494121,0.00001967596,0.000008015438,0.0002442827,0.0001653578,0.00004424155,0.002323568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006043702,"threshold_uncertainty_score":0.01522118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111686597","doi":"10.5539/ass.v11n6p261","title":"Cluster Technologies as Instrument for Agrarian Regions Development","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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; Cluster (spacecraft); Cluster development; National economy; Regional science; Business; Economic system; Production (economics); Process (computing); Key (lock); Economic geography; Economy; Industrial organization; Economics; Computer science; Geography; Agriculture; Engineering; Work (physics)","authors":[{"name":"Marina Yegorovna Anokhina","is_ca":false},{"name":"Галина Михайловна Зинчук","is_ca":false},{"name":"Svetlana Arkadievna Petrovskaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03483935636488696,"gpt":0.2371237134651418,"spread":0.2022843571002548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308304,0.000226513,0.0001292126,0.002680138,0.001314692,0.003725358,0.0003983011,0.0003584761,0.004050589],"category_scores_gemma":[0.00290314,0.00008200038,0.0001595622,0.004579767,0.002203037,0.002277171,0.002222929,0.0004109353,0.0002738532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003553499,"about_ca_system_score_gemma":0.002727218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921148,"about_ca_topic_score_gemma":0.002715725,"domain_scores_codex":[0.9987774,0.0005778018,0.0000556544,0.0001350767,0.0003200916,0.0001340246],"domain_scores_gemma":[0.9981242,0.0008224979,0.0004411046,0.0001295178,0.0002990797,0.0001836059],"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":[0.000106336,0.0001166823,0.06762366,0.0006020193,0.0000437999,0.0006350543,0.01722261,0.004866831,0.002117213,0.6486098,0.005871285,0.2521847],"study_design_scores_gemma":[0.00004218114,0.0004346404,0.2232313,0.001158591,0.0001270822,0.001408418,0.1213801,0.0209436,0.009372886,0.1824657,0.4393103,0.0001251853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5182822,0.004046032,0.04531285,0.004570039,0.0001439646,0.0004594283,0.0006547993,0.0002705182,0.4262601],"genre_scores_gemma":[0.9875718,0.0008459818,0.006502089,0.00003646019,0.00001863837,0.00005699177,0.00007256011,0.00001030585,0.00488526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004050589,"threshold_uncertainty_score":0.02578253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086189563","doi":"10.5539/ass.v10n23p168","title":"Mechanism of Rural Entrepreneurship Development on the Base of Micro-business","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Entrepreneurship; Mechanism (biology); Subordination (linguistics); Business; Agriculture; Agribusiness; Government (linguistics); Industrial organization; Scope (computer science); Process management; Economic system; Economics; Computer science; Finance","authors":[{"name":"Tatiana A. Zabaznova","is_ca":false},{"name":"Svetlana E. Karpushova","is_ca":false},{"name":"Elena V. Patsyuk","is_ca":false},{"name":"Olga A. Surkova","is_ca":false},{"name":"Галина Хмелева","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01353206912591606,"gpt":0.1945656421999232,"spread":0.1810335730740072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638283,0.0002567733,0.0001999277,0.001990676,0.001237187,0.003236963,0.0009567961,0.0005846312,0.009847657],"category_scores_gemma":[0.00235875,0.0002243701,0.0003599469,0.0008904953,0.003356177,0.001890573,0.002439214,0.0006074364,0.001173695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769495,"about_ca_system_score_gemma":0.002837068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155841,"about_ca_topic_score_gemma":0.001031519,"domain_scores_codex":[0.9989359,0.000337299,0.00005683795,0.0001641231,0.0003215005,0.0001843217],"domain_scores_gemma":[0.9987342,0.0003619202,0.000212039,0.0002465703,0.0002801374,0.0001651634],"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":[0.000009056931,0.00002893073,0.002012515,0.00003461892,0.000007335702,0.0001511426,0.0004379018,0.0009555501,0.000663108,0.9790196,0.001034692,0.01564553],"study_design_scores_gemma":[0.00007129141,0.0001908701,0.01061386,0.0002771617,0.00003390696,0.001037589,0.002509966,0.02083669,0.006152946,0.8255277,0.1326957,0.00005230844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1537083,0.001373878,0.2254156,0.008769375,0.0001217681,0.0007570318,0.0003042553,0.0006355192,0.6089142],"genre_scores_gemma":[0.9298725,0.0006224655,0.02351067,0.0001343795,0.00003045904,0.0003815492,0.00007221769,0.00003523834,0.04534045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009847657,"threshold_uncertainty_score":0.03294373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2502346253","doi":"","title":"Methodological Aspects of Forming the Vegetable Micro-Cluster, and its Influence on Sustainability of the Industry","year":2016,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Sustainability; Cluster (spacecraft); Government (linguistics); Cluster development; Business cluster; Business; Sustainable development; Industrial organization; Computer science; Political science; Ecology; Engineering","authors":[{"name":"Оксана Шумакова","is_ca":false},{"name":"O. N. Kryukova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03846800802199161,"gpt":0.2584117663695163,"spread":0.2199437583475247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007541825,0.0002242549,0.0002074036,0.001337947,0.002864552,0.002950818,0.0009710593,0.0005963678,0.003390818],"category_scores_gemma":[0.01353484,0.000181552,0.0002671701,0.001930319,0.003723086,0.001624813,0.002394106,0.0006190354,0.0002573603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003863298,"about_ca_system_score_gemma":0.006190044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008371201,"about_ca_topic_score_gemma":0.02056908,"domain_scores_codex":[0.9930876,0.005343851,0.0002179921,0.0006526029,0.0004256124,0.0002723428],"domain_scores_gemma":[0.9943478,0.00294615,0.0007318813,0.0006649051,0.001000689,0.0003086687],"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":[0.0001515799,0.0001111895,0.02867308,0.0004088007,0.00007424784,0.0002702376,0.01719222,0.004676304,0.001816656,0.8994981,0.001465979,0.04566155],"study_design_scores_gemma":[0.0001307459,0.0003985745,0.05734876,0.0007100488,0.0001757304,0.0004748996,0.09288254,0.01314603,0.006036768,0.6593382,0.1692611,0.0000965989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4853157,0.001653452,0.3909456,0.009460812,0.0002850272,0.001711815,0.0004810144,0.00005523471,0.1100915],"genre_scores_gemma":[0.9095375,0.0005277094,0.08189069,0.0002107461,0.00006232461,0.00104489,0.00008541379,0.00002865761,0.006612123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008371201,"threshold_uncertainty_score":0.03988546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147810788","doi":"10.29235/1818-9857-2021-3-11-16","title":"Methodological aspects of the digital technology efficiency in precision agriculture","year":2021,"lang":"en","type":"article","venue":"Science and Innovations","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Precision agriculture; Agriculture; Computer science; Agricultural engineering; Data science; Engineering; Geography","authors":[{"name":"А. П. Такун","is_ca":true},{"name":"Sviatlana Makrak","is_ca":false},{"name":"С. П. Такун","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04211214380068442,"gpt":0.2599940808783223,"spread":0.2178819370776378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1198511,0.000951915,0.001323194,0.007943005,0.002794111,0.01072085,0.00288405,0.002659027,0.003130326],"category_scores_gemma":[0.3521597,0.000834349,0.001415383,0.01120929,0.01629777,0.00723412,0.006898227,0.0022365,0.0002575058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007205945,"about_ca_system_score_gemma":0.006892396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390038,"about_ca_topic_score_gemma":0.002480753,"domain_scores_codex":[0.773726,0.1847805,0.01121042,0.007379459,0.02104014,0.001863462],"domain_scores_gemma":[0.5038846,0.4281118,0.02454622,0.02416995,0.01869697,0.0005904415],"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":[0.0001429717,0.0001115597,0.01116536,0.001023566,0.0002229738,0.00009131353,0.003265979,0.007592835,0.0005637557,0.9422895,0.0002313885,0.0332987],"study_design_scores_gemma":[0.0002154973,0.0006867524,0.02732133,0.0015651,0.0004431255,0.0003837342,0.008459617,0.02340156,0.01017952,0.9000015,0.02722554,0.0001166952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1732154,0.01307701,0.7082002,0.01191851,0.000369734,0.002268596,0.0006549142,0.00007690328,0.09021887],"genre_scores_gemma":[0.8190851,0.002365896,0.1727536,0.000545763,0.0002524389,0.002029881,0.0001418058,0.00004725523,0.002778328],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1198511,"threshold_uncertainty_score":0.6338408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965588614","doi":"10.7202/1062486ar","title":"Management of Cooperatives Focusing on Asta-Ja and Globalization","year":2019,"lang":"en","type":"article","venue":"Journal of Comparative International Management","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Agriculture; Business; Nepali; Productivity; Agricultural economics; Agricultural productivity; Economic growth; Production (economics); Grassroots; Economics; Geography; Political science","authors":[{"name":"Durga D. Poudel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166562504762557,"gpt":0.24667084195805,"spread":0.2300145914817943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004089079,0.0003676751,0.0001902516,0.001015126,0.01165959,0.006225612,0.001821266,0.001903922,0.01612872],"category_scores_gemma":[0.005784967,0.0002680329,0.0002842249,0.001017081,0.004008186,0.004725321,0.01110032,0.00241675,0.001551013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003637703,"about_ca_system_score_gemma":0.0118697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007253638,"about_ca_topic_score_gemma":0.01713975,"domain_scores_codex":[0.9976291,0.0006900163,0.0000768583,0.0003022723,0.0002904513,0.001011354],"domain_scores_gemma":[0.9915001,0.0005616824,0.0008787826,0.0003730373,0.001004979,0.005681446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001792142,0.000620102,0.1237702,0.0006818514,0.0000645253,0.01093142,0.2956732,0.0009851581,0.009323138,0.2043133,0.1004285,0.2530295],"study_design_scores_gemma":[0.00002725392,0.0003047808,0.05444859,0.0004811891,0.00002583725,0.002022013,0.2120523,0.001177217,0.0006860754,0.01825883,0.7104417,0.00007426685],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6034757,0.002420155,0.01314393,0.05493864,0.00079691,0.001083099,0.000150268,0.0003190919,0.3236723],"genre_scores_gemma":[0.9325601,0.0008928169,0.005570238,0.003487079,0.00009738999,0.0004305904,0.00009342103,0.00004224451,0.05682607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612872,"threshold_uncertainty_score":0.05395591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2582320141","doi":"","title":"MODEL OF EVALUATION OF THE LEVEL OF SOCIAL AND ECONOMIC DEVELOPMENT OF THE TERRITORY","year":2016,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Statistic; Structuring; Table (database); Set (abstract data type); Computer science; Analogy; Development (topology); Regional science; Operations research; Environmental economics; Business; Economics; Statistics; Geography; Data mining; Mathematics; Finance","authors":[{"name":"Tatiana Konstantinovna Miroshnikova","is_ca":false},{"name":"Inna Viktorovna Popova","is_ca":false},{"name":"Innokentiy Gennadyevich Lazarev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08380293168874116,"gpt":0.2501345662182975,"spread":0.1663316345295563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001419474,0.0006818622,0.0003965964,0.001740995,0.0006893402,0.003910061,0.001221868,0.000983306,0.01647099],"category_scores_gemma":[0.002981543,0.0002832656,0.001027626,0.001888325,0.001282655,0.002844939,0.001149079,0.001069565,0.001985843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004739546,"about_ca_system_score_gemma":0.003113883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01787829,"about_ca_topic_score_gemma":0.01117281,"domain_scores_codex":[0.9982089,0.0007073336,0.00007767758,0.0003941961,0.0004253785,0.0001865271],"domain_scores_gemma":[0.9986961,0.0005315734,0.0001439799,0.00008886246,0.000435859,0.0001036671],"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":[0.00005493512,0.00007281644,0.007264616,0.0001095057,0.00006441852,0.0002719505,0.000776885,0.09180452,0.0005706047,0.8768042,0.004705051,0.01750052],"study_design_scores_gemma":[0.00007548027,0.0002567776,0.01500651,0.000215445,0.0001383141,0.0004747347,0.001489215,0.3815737,0.0009248615,0.5430682,0.0566849,0.00009184823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09444433,0.0006965598,0.4995412,0.005892315,0.0001819138,0.0007590888,0.006328272,0.0007165993,0.3914397],"genre_scores_gemma":[0.8566992,0.0008371015,0.08693845,0.0001692147,0.00006041437,0.001013478,0.002689191,0.00009522442,0.05149756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01787829,"threshold_uncertainty_score":0.05510098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365791649","doi":"10.31249/rsm/2023.01.05","title":"Regulation of GMO integration in food production: the case of Canada","year":2023,"lang":"en","type":"article","venue":"Russia and the Contemporary World","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Production (economics); Business; Food processing; Environmental protection; Environmental planning; International trade; Political science; Geography; Economics; Law","authors":[{"name":"E.A. Pekhtereva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01763671124588794,"gpt":0.1817938721770285,"spread":0.1641571609311405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001608195,0.0003509005,0.0002544893,0.001329705,0.008674046,0.007199852,0.001288662,0.002213289,0.003857045],"category_scores_gemma":[0.003556747,0.0002900602,0.0007312681,0.002420383,0.003901983,0.001437013,0.002389435,0.001702569,0.0002201294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1097079,"about_ca_system_score_gemma":0.102018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824826,"about_ca_topic_score_gemma":0.9875128,"domain_scores_codex":[0.9969342,0.0003702385,0.00007033317,0.0003767481,0.001047106,0.001201283],"domain_scores_gemma":[0.9980283,0.0003646037,0.0001422304,0.0001687785,0.0009784296,0.0003176464],"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":[0.0004549554,0.0001998181,0.07083008,0.0003913901,0.0002034205,0.004942337,0.01665272,0.01730575,0.01180683,0.7645605,0.01674939,0.0959029],"study_design_scores_gemma":[0.0002481159,0.0002117788,0.167102,0.0006811463,0.0004263022,0.0008473063,0.04063761,0.01771343,0.01154353,0.08067233,0.6795131,0.0004034466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5317382,0.002650396,0.00552675,0.01201727,0.0001046292,0.0003168204,0.0007741183,0.00009162183,0.4467802],"genre_scores_gemma":[0.9522061,0.001117925,0.003163906,0.001180402,0.00001115864,0.00005549635,0.0001541889,0.00002418374,0.04208672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097079,"threshold_uncertainty_score":0.7959906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399980957","doi":"10.20944/preprints202406.1538.v1","title":"Exploring the Role of Digital Technologies in Enhancing Supply Chain Efficiency and Marketing Effectiveness","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Supply chain; Business; Digital marketing; Industrial organization; Marketing; Environmental economics; Economics","authors":[{"name":"Samuel Holloway","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04579850910554628,"gpt":0.2419101763931324,"spread":0.1961116672875862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01546313,0.0002799351,0.0002290341,0.001840424,0.003721426,0.0063676,0.0008096074,0.001072776,0.006655532],"category_scores_gemma":[0.02341089,0.0002124652,0.0002285673,0.001466215,0.004961157,0.007625863,0.003672656,0.001188754,0.000458722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005868314,"about_ca_system_score_gemma":0.004405368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675772,"about_ca_topic_score_gemma":0.001986295,"domain_scores_codex":[0.9858898,0.01089422,0.0003355253,0.0004637218,0.001371852,0.001044828],"domain_scores_gemma":[0.9686123,0.02607097,0.001284908,0.0006389957,0.002172326,0.001220527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001627283,0.0003914247,0.02856808,0.001229273,0.00003973115,0.001392333,0.7812654,0.0008523015,0.00448029,0.09263342,0.003683718,0.08530121],"study_design_scores_gemma":[0.00002708933,0.0001986874,0.005066762,0.0005353708,0.00001966326,0.0003597485,0.9106207,0.001330654,0.002542769,0.01000938,0.06925986,0.00002932836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037952,0.0006607947,0.01433523,0.009306306,0.00007450826,0.0004363419,0.000224092,0.0000383555,0.07112903],"genre_scores_gemma":[0.9923187,0.0003219475,0.003177799,0.0005932827,0.000009767463,0.0001655143,0.00003383581,0.0000176036,0.003361439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546313,"threshold_uncertainty_score":0.08177781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206278518","doi":"10.36871/ek.up.p.r.2021.12.04.007","title":"IMPROVING THE DIGITALIZATION OF AGRICULTURE BASED ON THE CANADIAN EXPERIENCE","year":2021,"lang":"en","type":"article","venue":"EKONOMIKA I UPRAVLENIE PROBLEMY RESHENIYA","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Agriculture; Research Object; State (computer science); Digital transformation; Business; Similarity (geometry); Agricultural economics; Object (grammar); Geography; Regional science; Environmental resource management; Political science; Computer science; Economics","authors":[{"name":"Yu.N. Romantseva","is_ca":false},{"name":"M. V. Kagirova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01504029290080124,"gpt":0.1781371152099077,"spread":0.1630968223091064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001754201,0.0002170279,0.0001665958,0.002271934,0.00740197,0.005577315,0.0004845335,0.00039627,0.003547092],"category_scores_gemma":[0.00311721,0.000110109,0.0001378017,0.005942895,0.003051797,0.001875719,0.002206298,0.001094403,0.0001093312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07124046,"about_ca_system_score_gemma":0.0786717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9813073,"about_ca_topic_score_gemma":0.9915489,"domain_scores_codex":[0.9982793,0.0003031196,0.00005619022,0.0001258213,0.0006292733,0.0006062837],"domain_scores_gemma":[0.9976684,0.0005903969,0.0001295656,0.00008199913,0.001016434,0.0005131828],"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":[0.0001747965,0.0002142642,0.08602221,0.0008252966,0.00003627551,0.001663039,0.2822464,0.002279124,0.003510668,0.2162302,0.02647666,0.3803212],"study_design_scores_gemma":[0.00001060276,0.00006703264,0.1248793,0.0005443126,0.00003570383,0.000370885,0.178078,0.0007760525,0.001492042,0.00340115,0.6902799,0.00006497584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6683199,0.01195754,0.00116704,0.02569514,0.0001183077,0.00008071292,0.0004514763,0.00004267675,0.2921672],"genre_scores_gemma":[0.9765928,0.01109868,0.0009343856,0.0005013224,0.00001079613,0.000007711405,0.00007796403,0.00001002899,0.01076623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07124046,"threshold_uncertainty_score":0.5168881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400473736","doi":"10.5267/j.uscm.2024.5.030","title":"Analysis the mediating role of knowledge sharing and innovation value chain on the company's sustainable competitive advantage","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Competitive advantage; Knowledge sharing; Industrial organization; Value (mathematics); Knowledge management; Value chain; Marketing; Knowledge value chain; Chain (unit); Supply chain; Organizational learning; Computer science","authors":[{"name":"Maludin Panjaitan","is_ca":false},{"name":"Jhoni Maslan","is_ca":false},{"name":"Maun Jamaludin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01006621809931182,"gpt":0.2211040647546825,"spread":0.2110378466553706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001886989,0.0005750467,0.0003932885,0.002024608,0.001262284,0.003058596,0.0005307872,0.00054234,0.02001282],"category_scores_gemma":[0.007222886,0.0001941806,0.0007963793,0.001290167,0.0009481858,0.001961033,0.002503023,0.0006284317,0.0004374714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001998113,"about_ca_system_score_gemma":0.00498183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007291258,"about_ca_topic_score_gemma":0.005246426,"domain_scores_codex":[0.9988335,0.0004414429,0.00008628598,0.0001399684,0.0002293167,0.0002694624],"domain_scores_gemma":[0.991504,0.006063694,0.0009974936,0.0002100107,0.0007584733,0.0004663507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000744686,0.001196278,0.7567528,0.001555584,0.0009164973,0.004075515,0.02519389,0.004807053,0.005269635,0.09446977,0.001968014,0.1030504],"study_design_scores_gemma":[0.0001799942,0.001350577,0.8168611,0.001767552,0.002808043,0.001217133,0.08979779,0.02443469,0.01173524,0.03068561,0.01901984,0.0001424863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635072,0.0003783884,0.002290639,0.0008026118,0.00003046463,0.000165548,0.0002706173,0.00002284239,0.03253176],"genre_scores_gemma":[0.9972485,0.0002598719,0.0009202352,0.00003048539,0.000007414083,0.00006315374,0.00007579433,0.0000027357,0.001391881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02001282,"threshold_uncertainty_score":0.06694955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153905313","doi":"10.5539/ass.v11n3p305","title":"The Evaluation of the Agro-Business Resource Potential in Southern Russia","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Agriculture; Agrarian society; Resource (disambiguation); Business; Human resources; Natural resource economics; Economic system; Industrial organization; Economics; Geography; Management; Computer science","authors":[{"name":"Podkolzina Irina Michailovna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01247839108340207,"gpt":0.217531253654686,"spread":0.2050528625712839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005502318,0.00008566467,0.0001435023,0.00165622,0.0004617728,0.0009614716,0.0001345177,0.0001299656,0.001181441],"category_scores_gemma":[0.001035327,0.00005735258,0.000117016,0.001652442,0.0004718115,0.0004442851,0.0006728073,0.0001044897,0.0001308488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171122,"about_ca_system_score_gemma":0.0006566694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009120671,"about_ca_topic_score_gemma":0.01128657,"domain_scores_codex":[0.9995893,0.0001381374,0.00002933178,0.00003450688,0.0001318769,0.00007685722],"domain_scores_gemma":[0.9994013,0.000147125,0.0001813879,0.00002845751,0.0001570969,0.00008454044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002049486,0.00006815304,0.9217169,0.0001522834,0.00005719069,0.00081438,0.005386788,0.003983207,0.005414936,0.01016419,0.0004039307,0.0516331],"study_design_scores_gemma":[0.000001769504,0.00006779598,0.9875008,0.00002188601,0.00001522405,0.0001512356,0.004861824,0.001830805,0.0009391652,0.0009797738,0.003623418,0.000006420156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925374,0.0001028799,0.0001860106,0.00003366189,0.000001009708,0.000004620005,0.00007562096,0.000003101074,0.00705563],"genre_scores_gemma":[0.9995275,0.00004450892,0.0000456643,0.000001099294,7.717069e-7,0.000001371583,0.00003350354,5.776225e-7,0.0003452385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009120671,"threshold_uncertainty_score":0.01813519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786983957","doi":"10.15544/rd.2017.054","title":"OPTIMIZATION OF THE MANAGEMENT MECHANISM FOR THE INNOVATIVE DEVELOPMENT OF THE REGION’S AGRICULTURAL SECTOR","year":2018,"lang":"en","type":"article","venue":"Proccedings of International Scientific Conference \"RURAL DEVELOPMENT 2017\"","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Agrarian society; Lagging; Agriculture; Context (archaeology); Business; Productivity; European union; Economic system; Agrarian system; Technological change; Agricultural productivity; Population; Economics; Economic policy; Natural resource economics; Industrial organization; Economic growth","authors":[{"name":"О. В. Мамай","is_ca":false},{"name":"I. N. Mamai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03290688409240839,"gpt":0.2200379488805943,"spread":0.1871310647881859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001901084,0.0002697069,0.0002826279,0.001375083,0.0007929433,0.003552673,0.0009308294,0.0007809321,0.006392974],"category_scores_gemma":[0.002286875,0.0001839206,0.0005039842,0.0007821319,0.0007907019,0.001692604,0.001591227,0.0003974468,0.00094517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016702,"about_ca_system_score_gemma":0.004668432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521089,"about_ca_topic_score_gemma":0.0009748655,"domain_scores_codex":[0.9990543,0.0003061634,0.00005110841,0.0001667287,0.0001538782,0.0002679064],"domain_scores_gemma":[0.9991572,0.0001360086,0.000245717,0.00008918116,0.0002431347,0.0001287463],"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":[0.0003666018,0.000521017,0.03046227,0.0006463744,0.0001573666,0.0007238766,0.002157118,0.1233049,0.03408401,0.5359386,0.008521132,0.2631167],"study_design_scores_gemma":[0.0002681383,0.001397533,0.07674837,0.0006621529,0.0003476814,0.001090526,0.009916696,0.4117446,0.02897256,0.3467685,0.1218763,0.0002069368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5131034,0.001978672,0.2900386,0.004897882,0.0001745138,0.001302958,0.0003130214,0.0006432943,0.1875478],"genre_scores_gemma":[0.9752032,0.0004207655,0.01702632,0.00006028903,0.0000272377,0.0002392074,0.00004760203,0.00001553973,0.006959917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006392974,"threshold_uncertainty_score":0.02138668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901892119","doi":"10.17721/1728-2667.2015/173-8/3","title":"ORGANIZATION OF INSURANCE DEFENCE IN AGRARIAN ENTERPRISE – FOREIGN EXPERIENCE","year":2015,"lang":"en","type":"article","venue":"Bulletin of Taras Shevchenko National University of Kyiv Economics","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Agrarian society; Business; Agriculture; History","authors":[{"name":"Mohammad Manzoor Malik","is_ca":false},{"name":"H. Hudz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01597270999203614,"gpt":0.1651568369408731,"spread":0.149184126948837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005837404,0.00009115055,0.00006125609,0.0004877174,0.002124231,0.001956394,0.0002404236,0.0004085433,0.007814484],"category_scores_gemma":[0.0005363853,0.00006856487,0.00005922136,0.0008983364,0.001104638,0.001067202,0.001294004,0.0004452681,0.0007030473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025031,"about_ca_system_score_gemma":0.002212309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00453399,"about_ca_topic_score_gemma":0.008529588,"domain_scores_codex":[0.9996419,0.0001115366,0.00001073887,0.00003487467,0.00003889786,0.0001621033],"domain_scores_gemma":[0.9995512,0.00006709324,0.00007471627,0.0000254107,0.00003610005,0.0002454267],"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":[0.0002897203,0.0008304581,0.2155081,0.0003413588,0.00002137418,0.006624311,0.18254,0.00113342,0.003706277,0.304775,0.03674252,0.2474875],"study_design_scores_gemma":[0.0000113285,0.0001927232,0.2532533,0.0002239825,0.000006462832,0.001749125,0.1460043,0.0006261404,0.0009795676,0.008189916,0.5887364,0.0000267369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8625774,0.003222899,0.0002749764,0.004066198,0.00006184417,0.00001733906,0.00005686051,0.00001327796,0.1297093],"genre_scores_gemma":[0.9712003,0.001274798,0.0001481892,0.0002266994,0.00002081555,0.000003566165,0.00002802492,0.000004128665,0.02709343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007814484,"threshold_uncertainty_score":0.02614212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386695051","doi":"10.32417/1997-4868-2020-199-8-80-89","title":"Features of training for the agricultural sector of the Sverdlovsk region","year":2020,"lang":"en","type":"article","venue":"Agrarian Bulletin of the","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Agrarian society; Agriculture; Economic shortage; Business; Work (physics); Order (exchange); Training (meteorology); Quarter (Canadian coin); State (computer science); Vocational education; Human settlement; Economic growth; Political science; Geography; Economics; Finance; Engineering; Computer science","authors":[{"name":"Natal'ya Fateeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03246729591162036,"gpt":0.1763633652471125,"spread":0.1438960693354921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003157558,0.0001627161,0.00011044,0.0008364123,0.0008330843,0.0006651262,0.0003575667,0.0002636256,0.006192773],"category_scores_gemma":[0.000670585,0.0001294273,0.0001247082,0.0006485522,0.0002515472,0.0001978659,0.0005954953,0.0002499073,0.0007219634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066403,"about_ca_system_score_gemma":0.002112771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01728481,"about_ca_topic_score_gemma":0.03887892,"domain_scores_codex":[0.9996734,0.00006214747,0.00002532726,0.00003616069,0.00006028924,0.000142665],"domain_scores_gemma":[0.999495,0.00006298435,0.0001408382,0.0000133508,0.00006114645,0.0002266359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001459547,0.0002251612,0.9063419,0.00038144,0.00002291682,0.001908705,0.00945106,0.0011829,0.006854318,0.001329556,0.006257343,0.06589876],"study_design_scores_gemma":[0.000003380826,0.00007759818,0.9826221,0.00005886616,0.000004667222,0.0003924884,0.006980384,0.0001991903,0.0002511612,0.00006097847,0.009342952,0.000006214562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936454,0.0003497721,0.0001352758,0.0003065889,0.00002001445,0.00002137422,0.0005077326,0.00002066362,0.004993206],"genre_scores_gemma":[0.9962184,0.0001816413,0.0002083628,0.00003532491,0.000006192373,0.0000137529,0.0002978876,0.000003923852,0.003034525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01728481,"threshold_uncertainty_score":0.0343684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099842754","doi":"10.5539/ass.v11n8p9","title":"Methodical Bases for Developing Predictive Scenarios of Agribusiness","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Dynamism; Agribusiness; Prognostics; Agriculture; Set (abstract data type); Computer science; Business","authors":[{"name":"Andrey N. Baidakov","is_ca":false},{"name":"Natalya B. Chernobay","is_ca":false},{"name":"Anton V. Nazarenko","is_ca":false},{"name":"Dmitry V. Zaporozhets","is_ca":false},{"name":"E. G. Sergienko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04539386101026328,"gpt":0.274870164929166,"spread":0.2294763039189028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004275142,0.000731891,0.0004859929,0.002404963,0.0007002585,0.002686401,0.001886314,0.0007754298,0.003536708],"category_scores_gemma":[0.01449734,0.0004119842,0.001003664,0.001964741,0.001115602,0.00194666,0.001733607,0.001085693,0.0004043541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419719,"about_ca_system_score_gemma":0.001891963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691397,"about_ca_topic_score_gemma":0.002892894,"domain_scores_codex":[0.9979742,0.001173698,0.0001633932,0.0002150349,0.0003914895,0.00008219153],"domain_scores_gemma":[0.9950676,0.003222858,0.0004542683,0.0006191753,0.0005306336,0.0001054261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003303374,0.00005792307,0.002453096,0.0001466545,0.0000668487,0.0001552846,0.0004079561,0.6238757,0.001015765,0.3324495,0.0005766548,0.03876158],"study_design_scores_gemma":[0.00001613586,0.00002052864,0.0004089361,0.00005487361,0.00001326741,0.00003577466,0.0001593149,0.8024024,0.000512008,0.193172,0.003187043,0.00001772154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007018675,0.00003802372,0.9890843,0.000195604,0.00001464559,0.0001321654,0.0002191119,0.0001536929,0.003143789],"genre_scores_gemma":[0.2758399,0.0002148035,0.7213871,0.00004978483,0.00003340273,0.0009163127,0.0006755419,0.00006571761,0.0008174455],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004275142,"threshold_uncertainty_score":0.02260941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2600362226","doi":"","title":"STREAMLINING HUMAN RESOURCE MANAGEMENT AT ENTERPRISES OPERATING WITHIN KAZAKHSTANâÂÂS PRESENT-DAY AGRO-INDUSTRIAL COMPLEX","year":2016,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Agrarian society; Human resources; Human resource management; Agriculture; Business; Human capital; Work (physics); Population; Industrial organization; Economic growth; Knowledge management; Computer science; Economics; Management; Engineering; Geography","authors":[{"name":"Zhaksat Kenzhin","is_ca":false},{"name":"Marat Bayandin","is_ca":false},{"name":"Saule Primbetova","is_ca":false},{"name":"Aigul Tlesova","is_ca":false},{"name":"Irina Bogdashkina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03957221846846443,"gpt":0.2330825945260131,"spread":0.1935103760575487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006100885,0.00010181,0.00009130286,0.0004241744,0.004191375,0.002936257,0.000472786,0.0003667823,0.003459305],"category_scores_gemma":[0.0009083771,0.00007377719,0.00006875953,0.0007649718,0.001064988,0.0008103997,0.002096677,0.00039022,0.0004515507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351964,"about_ca_system_score_gemma":0.00490162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01487851,"about_ca_topic_score_gemma":0.02966332,"domain_scores_codex":[0.999345,0.0001799924,0.00002271613,0.00004842153,0.00007301733,0.0003307821],"domain_scores_gemma":[0.999144,0.0001183057,0.0002019025,0.00005888987,0.0001116187,0.0003653959],"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":[0.0001974164,0.0005367524,0.5544699,0.000347535,0.0000357518,0.002787738,0.0943919,0.002719442,0.01260575,0.02735448,0.0147915,0.2897618],"study_design_scores_gemma":[0.00001176585,0.0001580352,0.7669609,0.0001232918,0.00001790257,0.000625595,0.1538349,0.002588541,0.001999996,0.004518563,0.06913508,0.00002545696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853175,0.0002356195,0.0007880167,0.002618359,0.00001709308,0.00001874724,0.00002548231,0.0000270193,0.01095206],"genre_scores_gemma":[0.9971329,0.0001462493,0.0003781956,0.0001217204,0.000005056618,0.000004763823,0.00001354217,0.000001949606,0.002195493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01487851,"threshold_uncertainty_score":0.02958381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402523366","doi":"10.5539/ies.v17n5p110","title":"Factors Influencing the Digital Transformation Toward High-Performance Education Organizations","year":2024,"lang":"en","type":"article","venue":"International Education Studies","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"King Mongkut's University of Technology North Bangkok","keywords":"Psychology; Technology integration; Higher education; Mathematics education; Pedagogy; Public relations; Teaching method; Political science","authors":[{"name":"Surasak Srisawat","is_ca":false},{"name":"Panita Wannapiroon","is_ca":false},{"name":"Prachyanun Nilsook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02806654511147644,"gpt":0.2673382971096094,"spread":0.2392717519981329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122864,0.0001442614,0.00008465332,0.0008701124,0.001170453,0.002802463,0.0001929648,0.0002926839,0.003538116],"category_scores_gemma":[0.006498002,0.00008594769,0.000132443,0.001119031,0.001336599,0.001127791,0.00160446,0.0006493194,0.000241901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611049,"about_ca_system_score_gemma":0.002373618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005235138,"about_ca_topic_score_gemma":0.008477705,"domain_scores_codex":[0.9982065,0.0006578587,0.00009449385,0.0001168263,0.0004694358,0.0004549338],"domain_scores_gemma":[0.9922611,0.002473629,0.002640812,0.0003055979,0.0009501126,0.00136869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004028384,0.0003423852,0.9440096,0.00005218448,0.00002140638,0.0003185452,0.01621341,0.0007254595,0.0009227318,0.005372772,0.0003385015,0.03164268],"study_design_scores_gemma":[0.000005215506,0.0000756536,0.9380364,0.00003590759,0.0000107698,0.0001071778,0.05530803,0.000832185,0.0006605954,0.0009699776,0.003945984,0.00001210502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994032,0.00002355527,0.0002993309,0.0002303237,0.000001804904,0.00001126366,0.000009552888,0.000003182009,0.005389015],"genre_scores_gemma":[0.999675,0.00002356899,0.00007980294,0.00001196542,0.000001189917,0.000002162694,0.000009076116,4.593505e-7,0.0001967355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005235138,"threshold_uncertainty_score":0.01183611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120232240","doi":"10.1109/jstars.2020.3044424","title":"Foreword to the Special Issue on Digital Innovations in Agriculture Research and Applications","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Istanbul Teknik Üniversitesi; George Mason University","keywords":"Computer science; Agriculture; Data science; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0433504450353767,"gpt":0.2418105056913329,"spread":0.1984600606559562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346955,0.001629221,0.001938199,0.003062929,0.001756603,0.007879342,0.001523495,0.004787686,0.1177495],"category_scores_gemma":[0.005293126,0.0004585635,0.001106773,0.002148908,0.0008487938,0.00422036,0.001655422,0.005312588,0.0817662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231161,"about_ca_system_score_gemma":0.001622887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004713813,"about_ca_topic_score_gemma":0.001066182,"domain_scores_codex":[0.9987651,0.0001095707,0.0001279998,0.0001980635,0.0006728355,0.0001265042],"domain_scores_gemma":[0.9934102,0.001826633,0.0004506827,0.0002753581,0.002701892,0.001335236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001984651,0.00002840025,0.00007801876,0.0002825662,0.000007764225,0.00005186436,0.00001591785,0.00002793057,0.0002912576,0.001090875,0.9651248,0.03298071],"study_design_scores_gemma":[0.000004950909,0.0000295908,0.0002807256,0.0002193369,0.0000089505,0.0001023577,0.00003237512,0.00006376465,0.0001314425,0.0009749978,0.9981441,0.0000074716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002870413,0.02259308,0.001054175,0.02500148,0.9007024,0.0001237218,0.0002986067,0.0002232498,0.04971628],"genre_scores_gemma":[0.001755612,0.03170608,0.0006401308,0.0141389,0.7923831,0.0001043534,0.0005225276,0.0002650722,0.1584842],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1177495,"threshold_uncertainty_score":0.3939112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411555767","doi":"10.32479/irmm.18270","title":"The Impact of Digital Leadership on SMEs’ Innovation Performance: A Mediation-Moderated Model of Digital Capability and Innovation Culture","year":2025,"lang":"en","type":"article","venue":"International Review of Management and Marketing","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Algonquin College","funders":"","keywords":"Mediation; Moderated mediation; Business; Knowledge management; Psychology; Computer science; Social psychology; Sociology","authors":[{"name":"Fahad Awad Aber Sawaean","is_ca":true},{"name":"Omar Jaber Aburumman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02636240503968599,"gpt":0.2619170262746905,"spread":0.2355546212350045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002737008,0.0007654568,0.0004625033,0.001271225,0.001076668,0.003132076,0.001101,0.001066066,0.007180413],"category_scores_gemma":[0.008114359,0.000331224,0.001169919,0.0009199007,0.001740418,0.001721296,0.002946964,0.001336302,0.0006125882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022483,"about_ca_system_score_gemma":0.004948469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026098,"about_ca_topic_score_gemma":0.008377748,"domain_scores_codex":[0.9973732,0.001515244,0.0000979006,0.0003235716,0.0002076386,0.0004825564],"domain_scores_gemma":[0.9897106,0.006343586,0.001453967,0.0004217466,0.0006861901,0.001383837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384266,0.006032743,0.8023483,0.0008934623,0.001589858,0.003053449,0.03814046,0.008957006,0.004957891,0.0666583,0.001768362,0.064216],"study_design_scores_gemma":[0.0004586956,0.003363733,0.8392469,0.00115985,0.00226447,0.0008092028,0.03519721,0.06961304,0.002597787,0.03711292,0.008018844,0.0001573427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762142,0.0003291337,0.001747686,0.001449131,0.00003170034,0.000136382,0.00009865653,0.00002793906,0.01996507],"genre_scores_gemma":[0.9986713,0.0001415208,0.0004228363,0.00003987355,0.000005620984,0.00004955804,0.00002151994,0.000002464769,0.000645431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026098,"threshold_uncertainty_score":0.02402091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380481945","doi":"10.6000/1929-4409.2020.09.222","title":"Education Development in Terms of Digitalization","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Digital economy; Process (computing); Information society; Knowledge economy; Selection (genetic algorithm); The Internet; Digital literacy; Civilization; Technological literacy; Computer science; Knowledge management; Political science; Psychology; Economy; Economics; Mathematics education; Artificial intelligence; Educational technology","authors":[{"name":"Natalia I. Lyakhovа","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02735155840488348,"gpt":0.2506907693322584,"spread":0.2233392109273749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004245255,0.0001665798,0.0001240574,0.001688517,0.0008423401,0.00311362,0.0001847351,0.000320983,0.005330286],"category_scores_gemma":[0.001232054,0.00006313852,0.0001960226,0.00192829,0.003088398,0.003125231,0.001888174,0.000587335,0.0002892576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002602255,"about_ca_system_score_gemma":0.001471705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032686,"about_ca_topic_score_gemma":0.001268239,"domain_scores_codex":[0.9993955,0.0001988532,0.00004299243,0.0001187753,0.0001109666,0.0001329962],"domain_scores_gemma":[0.9994105,0.0001925137,0.000118438,0.0000652902,0.0001357466,0.00007759536],"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":[0.00001617547,0.00003860915,0.00717039,0.0001233346,0.00000722703,0.0001832125,0.004900941,0.0008057574,0.0007005607,0.9409109,0.0008555063,0.04428752],"study_design_scores_gemma":[0.00001729231,0.0001539336,0.08233127,0.0005318695,0.0000321447,0.000838356,0.02073162,0.004294276,0.003195956,0.5984942,0.2893417,0.00003722299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2894235,0.005366319,0.01316607,0.005947388,0.0001208171,0.00009560834,0.0002530296,0.000073168,0.6855541],"genre_scores_gemma":[0.9880369,0.00151136,0.001865782,0.0001189756,0.00002940275,0.00003492179,0.00005269126,0.00000652788,0.008343427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005330286,"threshold_uncertainty_score":0.01888072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385062052","doi":"10.18174/633763","title":"NSO-typering agrarische bedrijven 2022 : normen en uitgangspunten bij typering agrarische bedrijven in Nederland","year":2023,"lang":"nl","type":"report","venue":"","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Arjan Wisman","is_ca":true},{"name":"Jamal Roskam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0450288803414579,"gpt":0.25484111103495,"spread":0.2098122306934921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005277175,0.0001967604,0.0003077935,0.001184575,0.0008751879,0.005293588,0.001000031,0.001157167,0.009076559],"category_scores_gemma":[0.005521462,0.0002939527,0.0002351715,0.002708163,0.00094296,0.002125677,0.002184056,0.001176145,0.001050237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009791672,"about_ca_system_score_gemma":0.01515801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3171691,"about_ca_topic_score_gemma":0.4268587,"domain_scores_codex":[0.9961562,0.0008115247,0.000303242,0.0003163888,0.001772506,0.0006401154],"domain_scores_gemma":[0.9966573,0.001012602,0.0004399425,0.0001938543,0.001044945,0.0006513427],"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":[0.0009362797,0.0003370256,0.09435756,0.001876619,0.00009402153,0.00120161,0.02259275,0.004202813,0.006854833,0.3575496,0.2619253,0.2480716],"study_design_scores_gemma":[0.00002592931,0.00004283836,0.163033,0.0005914759,0.00002007087,0.0001065203,0.01116095,0.0006193937,0.002097871,0.007074349,0.8151746,0.00005303783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4501652,0.02594975,0.007957489,0.03389723,0.0008624176,0.000396695,0.04631381,0.0003296418,0.4341277],"genre_scores_gemma":[0.6906424,0.008043285,0.01413573,0.004429592,0.0001290201,0.0004632092,0.03284656,0.0002516,0.2490586],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3171691,"threshold_uncertainty_score":0.6306459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149229856","doi":"10.5539/ass.v10n23p135","title":"Need for Government Regulation of Organic Foods","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"Production (economics); Consumption (sociology); Organic product; Business; Food processing; Organic production; Food products; State (computer science); Government (linguistics); Organic farming; Agricultural economics; Economics; Food science; Geography; Microeconomics; Sociology; Mathematics; Chemistry; Agriculture; Social science","authors":[{"name":"Vladimir Zhidkov","is_ca":false},{"name":"Andrey G. Hramtsov","is_ca":false},{"name":"Zhanna V. Gornostaeva","is_ca":false},{"name":"Ekaterina Alekhina","is_ca":false},{"name":"Inna Kushnareva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008795247033755674,"gpt":0.1970878435422414,"spread":0.1882925965084857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003034254,0.00008463847,0.0001610053,0.0007369323,0.001414421,0.002713457,0.0004956602,0.001293231,0.00419973],"category_scores_gemma":[0.009041736,0.0001061249,0.0003268979,0.001114138,0.001376405,0.001367975,0.001443623,0.00179339,0.0003045041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772846,"about_ca_system_score_gemma":0.006950838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877203,"about_ca_topic_score_gemma":0.007744639,"domain_scores_codex":[0.996039,0.001049914,0.0002221828,0.0003707912,0.001499718,0.0008183533],"domain_scores_gemma":[0.9854987,0.005591582,0.00358222,0.001198848,0.002952421,0.001176277],"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":[0.0002465668,0.000496932,0.2846997,0.000633612,0.0000960156,0.001024217,0.01325991,0.003403578,0.009979465,0.4338876,0.03003077,0.2222417],"study_design_scores_gemma":[0.00005165614,0.0003380362,0.385516,0.000803672,0.0000671724,0.0007365567,0.01960447,0.004123386,0.004266668,0.04293056,0.5414757,0.00008602803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7167483,0.0039072,0.004897181,0.0899578,0.0005367527,0.0001043193,0.0002741724,0.0001493666,0.1834249],"genre_scores_gemma":[0.9862948,0.0006319288,0.001218343,0.003189092,0.0001281466,0.00003506989,0.0001247561,0.00001001087,0.008367851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005877203,"threshold_uncertainty_score":0.02011853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386607606","doi":"10.17261/pressacademia.2023.1753","title":"INVESTIGATING VALUE CREATION AND COMPETITIVE ADVANTAGE OF DIGITAL ECOSYSTEMS: NEXT-GENERATION COLLABORATION AND BIG DATA ENVIRONMENTS","year":2023,"lang":"en","type":"article","venue":"Pressacademia","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Digital ecosystem; Big data; Competitive advantage; Ecosystem; Digital transformation; Value (mathematics); Analytics; Computer science; Sustainable Value; Business; Data science; Knowledge management; Ecology; Sustainability; Marketing; World Wide Web","authors":[{"name":"Cenk Aksoy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0670089048183477,"gpt":0.247294998078151,"spread":0.1802860932598033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005714666,0.0003857022,0.0005118126,0.004322681,0.002670168,0.009646012,0.0009243125,0.002364831,0.004224691],"category_scores_gemma":[0.01174953,0.0001809523,0.000640047,0.008262685,0.005152278,0.01496298,0.005979562,0.001597331,0.0003415025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005218947,"about_ca_system_score_gemma":0.003903536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003541495,"about_ca_topic_score_gemma":0.005119771,"domain_scores_codex":[0.9955465,0.002886562,0.0001465063,0.0003637191,0.0006417663,0.0004150246],"domain_scores_gemma":[0.9713112,0.02194533,0.003255375,0.0006590779,0.00119701,0.001631867],"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":[0.0002010473,0.0006885736,0.1709902,0.002391328,0.0002465564,0.002548842,0.02612689,0.006614062,0.0008851808,0.6739833,0.005703549,0.1096206],"study_design_scores_gemma":[0.00005878578,0.0003749823,0.1034489,0.002470982,0.0001581831,0.001557574,0.2040064,0.03830606,0.001212897,0.5808109,0.06745066,0.0001437115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7728752,0.01377394,0.02917389,0.02840605,0.0002942945,0.0004183764,0.0004878163,0.0000495651,0.1545209],"genre_scores_gemma":[0.9878613,0.003472608,0.006365044,0.0006453007,0.00007485673,0.0001928513,0.00009152704,0.000008380282,0.001288128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009646012,"threshold_uncertainty_score":0.03786635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}