{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":36,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":36,"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":"ede691c1510f","filters":{"topic":"Enterprise Management and Information Systems"}},"results":[{"id":"W2978629017","doi":"10.5267/j.msl.2019.9.016","title":"A methodology for analysis and assessment of business processes of Ukrainian enterprises","year":2019,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ukrainian; Business; Process management; Computer science","authors":[{"name":"Anzhela Cherchata","is_ca":false},{"name":"Iryna Popovychenko","is_ca":false},{"name":"Уляна Андрусів","is_ca":false},{"name":"Lilya Simkiv","is_ca":false},{"name":"Оксана Клюха","is_ca":false},{"name":"Оleh Horai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03953487928676848,"gpt":0.3031330739163802,"spread":0.2635981946296118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003373442,0.0008891759,0.0005790446,0.006981522,0.001218158,0.00365567,0.0009689134,0.0007259709,0.001723703],"category_scores_gemma":[0.006020662,0.0003852757,0.001409237,0.003894184,0.001322045,0.002380088,0.001752047,0.0008020274,0.0004813484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870941,"about_ca_system_score_gemma":0.004219577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006842582,"about_ca_topic_score_gemma":0.003679215,"domain_scores_codex":[0.995911,0.001836484,0.000532117,0.0004873834,0.001069457,0.0001636314],"domain_scores_gemma":[0.9975895,0.0008291648,0.0003508128,0.000339784,0.0008114835,0.00007919755],"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":[0.00008946215,0.0001411444,0.01178981,0.001749939,0.0002692921,0.0006601465,0.005416341,0.05232788,0.009921932,0.3254929,0.004574952,0.5875661],"study_design_scores_gemma":[0.00008624388,0.0004655476,0.03399527,0.001613587,0.000360343,0.002433121,0.006428421,0.3334219,0.01608599,0.338364,0.2665365,0.0002091044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01353387,0.001547053,0.9768139,0.0002005331,0.00004869583,0.0004754566,0.0003939269,0.0006126929,0.006373769],"genre_scores_gemma":[0.1094936,0.0008565375,0.8866006,0.00003791341,0.00002515506,0.0008601897,0.0005887236,0.00005179322,0.001485519],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006981522,"threshold_uncertainty_score":0.02083027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158793404","doi":"10.3390/jrfm14050211","title":"Modeling of Bank Credit Risk Management Using the Cost Risk Model","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Credit risk; Computer science; Risk management; Loan; Actuarial science; Risk analysis (engineering); Project portfolio management; Fuzzy logic; Non-performing loan; Reliability (semiconductor); Business; Finance; Economics; Project management; Artificial intelligence","authors":[{"name":"Iryna Yanenkova","is_ca":false},{"name":"Yuliia Nehoda","is_ca":false},{"name":"Svetlana Drobyazko","is_ca":false},{"name":"Andrii Zavhorodnii","is_ca":false},{"name":"Lyudmyla Berezovska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01679893411066071,"gpt":0.2196353505375716,"spread":0.2028364164269109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111118,0.0008876328,0.00082834,0.0008315393,0.0005637224,0.002476287,0.001599157,0.001747525,0.002511467],"category_scores_gemma":[0.002819762,0.0004132716,0.0009640381,0.0007096498,0.00069779,0.002670262,0.001036105,0.001478272,0.0003389431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433297,"about_ca_system_score_gemma":0.001598634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200882,"about_ca_topic_score_gemma":0.004040892,"domain_scores_codex":[0.9993092,0.0002526457,0.00004156414,0.0001036342,0.0002037383,0.00008929201],"domain_scores_gemma":[0.999212,0.0004190937,0.0001302226,0.00003190148,0.0001565436,0.00005026595],"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":[0.00001472919,0.00002166305,0.0005805895,0.00003121357,0.00002198106,0.00008170748,0.00005861364,0.9481563,0.0003812837,0.04485945,0.0004004858,0.005391877],"study_design_scores_gemma":[0.00000292904,0.000009601699,0.0001215319,0.000006326371,0.000007875969,0.00002074098,0.00001236842,0.989983,0.00007739616,0.009148006,0.0006027757,0.000007333373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04403848,0.001043229,0.9367849,0.001305043,0.0001161619,0.00007140396,0.000172989,0.0001687865,0.01629895],"genre_scores_gemma":[0.9312741,0.001945884,0.04968217,0.0001194633,0.0001326865,0.0002194686,0.0001469491,0.00008127892,0.01639801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01200882,"threshold_uncertainty_score":0.02387786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387120942","doi":"10.3390/su151914308","title":"Modeling the Transformation of Configuration Management Processes in a Multi-Project Environment","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Research Foundation of Ukraine","keywords":"Agile software development; Process management; Computer science; Project management; Project team; Systems engineering; Project management triangle; Configuration Management (ITSM); Knowledge management; Engineering; Software engineering","authors":[{"name":"Nataliia Dotsenko","is_ca":false},{"name":"Igor Chumachenkо","is_ca":false},{"name":"Andrii Galkin","is_ca":false},{"name":"Heorhii Kuchuk","is_ca":false},{"name":"Dmytro Chumachenko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02878262357392182,"gpt":0.2623269833490666,"spread":0.2335443597751448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002491723,0.0007600094,0.0004032915,0.0009705561,0.0008887161,0.003827473,0.001772794,0.001420857,0.005499063],"category_scores_gemma":[0.004510551,0.0007019021,0.001126586,0.001309655,0.001655272,0.002672099,0.002381753,0.001477422,0.0008887186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460765,"about_ca_system_score_gemma":0.002442203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006191634,"about_ca_topic_score_gemma":0.003696462,"domain_scores_codex":[0.9972818,0.001075601,0.0002120891,0.0005323456,0.0005518984,0.0003462939],"domain_scores_gemma":[0.9969534,0.001536582,0.0004947055,0.0004718156,0.0003059887,0.0002374642],"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":[0.0001149437,0.0001925356,0.003224607,0.0001433829,0.00004149268,0.00112003,0.001416853,0.7702532,0.00313016,0.1878991,0.000645328,0.03181821],"study_design_scores_gemma":[0.00003806666,0.0001147571,0.0006669483,0.00005001702,0.00002573377,0.0001752473,0.0003555514,0.9271967,0.001320312,0.05970058,0.01033049,0.00002555874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04419189,0.0001219657,0.9411443,0.0002166235,0.00003097792,0.0003785665,0.000138337,0.0004222376,0.01335508],"genre_scores_gemma":[0.5348879,0.0005508531,0.4498096,0.00006118626,0.00003218207,0.001232117,0.0005324385,0.0001766467,0.01271711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006191634,"threshold_uncertainty_score":0.0183962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318334579","doi":"10.1007/978-3-031-24475-9_31","title":"Macroeconomic Determinants of Economic Development and Growth in Ukraine: Logistic Regression Analysis","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes on data engineering and communications technologies","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Economics; Logistic regression; Logit; Capital (architecture); Quarter (Canadian coin); Capital good; Index (typography); Distribution (mathematics); Economy; Goods and services; Econometrics; Geography; Statistics","authors":[{"name":"Larysa Zomchak","is_ca":false},{"name":"І. М. Старчевська","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04902171451938842,"gpt":0.2591768038844361,"spread":0.2101550893650477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008350373,0.0002662587,0.0004183736,0.0009459939,0.0004356611,0.001131747,0.0004160602,0.0003203661,0.001160438],"category_scores_gemma":[0.002285637,0.0002579907,0.000868034,0.001749053,0.0003298878,0.0005390497,0.0009546112,0.0008250842,0.0003382354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007376068,"about_ca_system_score_gemma":0.002056909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05246268,"about_ca_topic_score_gemma":0.03876823,"domain_scores_codex":[0.9996647,0.0001502186,0.00003320302,0.00005280184,0.00003048839,0.00006856448],"domain_scores_gemma":[0.9985299,0.0008275821,0.0003161302,0.0000879933,0.0001291919,0.0001091768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185972,0.0001063248,0.9626864,0.00006627453,0.0006375386,0.0008980752,0.0008049546,0.01038878,0.00025106,0.003311078,0.003129238,0.01760179],"study_design_scores_gemma":[0.000009782774,0.00009538735,0.9616511,0.0001458168,0.0005359792,0.0005291614,0.002581927,0.02762979,0.0004427701,0.001853209,0.004497938,0.00002719911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928212,0.002056768,0.001515811,0.000771075,0.00004139214,0.000005410544,0.0008816806,0.00003983371,0.001866866],"genre_scores_gemma":[0.9969028,0.0008418484,0.0003245158,0.00002627196,0.0000254801,0.000006883522,0.0006821766,0.00001191114,0.001178128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05246268,"threshold_uncertainty_score":0.1043147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6994717","doi":"10.1007/978-1-4020-5281-1_127","title":"ICT Application in TVET","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Vocational education; Information and Communications Technology; Learning society; Lifelong learning; ICTS; Knowledge society; Workforce; Politics; Information society; Space (punctuation); Knowledge management; Business; Political science; Economic growth; Sociology; Pedagogy; Computer science; Economics","authors":[{"name":"Boris Kotsik","is_ca":false},{"name":"Н.Г. Токарева","is_ca":false},{"name":"France Boutin","is_ca":true},{"name":"Chris Chinien","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01374017639306508,"gpt":0.2019181913730942,"spread":0.1881780149800291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232959,0.0004037886,0.0002164945,0.001239243,0.0007120503,0.003525023,0.000692784,0.0009589329,0.05025078],"category_scores_gemma":[0.0004884185,0.0001546775,0.0002782813,0.002148116,0.0004043548,0.002261127,0.001109964,0.0009723248,0.01073821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027651,"about_ca_system_score_gemma":0.000544725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004824962,"about_ca_topic_score_gemma":0.007564884,"domain_scores_codex":[0.9998102,0.00003092114,0.00000803699,0.00002632449,0.00008939063,0.00003524956],"domain_scores_gemma":[0.9998956,0.0000412149,0.000004063449,0.00001315147,0.00003212208,0.00001393509],"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":[0.0001118364,0.00007700732,0.0004264748,0.0004008596,0.00001194092,0.000921367,0.00106471,0.002133504,0.006112501,0.1933053,0.1396541,0.6557804],"study_design_scores_gemma":[0.000004205072,0.0000229147,0.0004181315,0.0002418407,0.000007634158,0.0005171913,0.0003015361,0.001427891,0.002202831,0.007088847,0.987757,0.000009975885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005527713,0.005594179,0.01199647,0.0006379103,0.0008918107,0.00004639429,0.0002122888,0.000388058,0.9747053],"genre_scores_gemma":[0.04021432,0.007851507,0.005606848,0.0003640705,0.0002771457,0.00003902341,0.0005080464,0.0002780721,0.944861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05025078,"threshold_uncertainty_score":0.1681056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137754938","doi":"10.37394/23203.2020.15.57","title":"Classification of Regions of Ukraine by The Level of Social Tension","year":2020,"lang":"en","type":"article","venue":"WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL","topic":"Enterprise Management and Information Systems","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":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Politics; Tension (geology); Cluster (spacecraft); Transformational leadership; Economic geography; Economic system; Political science; Geography; Psychology; Computer science; Social psychology; Economics","authors":[{"name":"Tamara Klebanova","is_ca":true},{"name":"Olha Rudachenko","is_ca":true},{"name":"Vitaliі Gvozdytskyi","is_ca":true},{"name":"Ievgen Mozgovyi","is_ca":true},{"name":"Lidiya Guryanova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05447811662203168,"gpt":0.2316084737751259,"spread":0.1771303571530943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007839858,0.0002551428,0.0003277955,0.003491057,0.0007269945,0.001478563,0.0003116891,0.0002083085,0.0007976343],"category_scores_gemma":[0.002105315,0.0001291835,0.0004099532,0.001983424,0.0007340845,0.0006382713,0.001832203,0.0002132278,0.0001302291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041921,"about_ca_system_score_gemma":0.0009802547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318295,"about_ca_topic_score_gemma":0.007059208,"domain_scores_codex":[0.9993049,0.0002428103,0.00008036626,0.00009912236,0.0001290481,0.0001437646],"domain_scores_gemma":[0.9989806,0.0001817095,0.000363702,0.00009001295,0.0002642539,0.0001197467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004780231,0.00006433353,0.8983151,0.0001990651,0.0002211884,0.0005537011,0.01374417,0.00505473,0.008125574,0.005769687,0.0006185889,0.06685586],"study_design_scores_gemma":[0.000007217928,0.00008367711,0.9766096,0.00005651082,0.00005573911,0.0002975942,0.01415372,0.003629929,0.0007642269,0.001635894,0.002682762,0.00002297257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937257,0.0003356963,0.001840289,0.00007924113,0.000006020847,0.00003999826,0.0002507312,0.00003164365,0.003690609],"genre_scores_gemma":[0.9984403,0.0001050736,0.001029156,0.000007127446,0.000002139198,0.00001696415,0.0001862296,0.000003883946,0.0002091678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01318295,"threshold_uncertainty_score":0.02621239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2522454344","doi":"10.17722/ijme.v7i2.855","title":"Flexible man-man motivation performance management system for Industry 4.0","year":2016,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Enterprise Management and Information Systems","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":"Industry 4.0; Process (computing); Production (economics); Process management; Product (mathematics); Business; Knowledge management; Emerging technologies; Computer science; Marketing; Economics","authors":[{"name":"Felicita Chromjaková","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0200748695125674,"gpt":0.2344152585437883,"spread":0.2143403890312209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005034659,0.0006481138,0.0004889078,0.003810423,0.0009780574,0.003050045,0.0007061017,0.0006410085,0.008883639],"category_scores_gemma":[0.008886252,0.0002341831,0.0006009169,0.001769376,0.0003465897,0.001988458,0.001698781,0.0007986911,0.002311144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135518,"about_ca_system_score_gemma":0.001509245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098939,"about_ca_topic_score_gemma":0.0008802103,"domain_scores_codex":[0.996794,0.001214722,0.0003547475,0.0005637146,0.0008395571,0.000233317],"domain_scores_gemma":[0.9948136,0.001844178,0.0009102285,0.0005049575,0.001388487,0.0005386498],"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":[0.0008813664,0.001449254,0.1157837,0.001208498,0.0002041351,0.0001771111,0.006775736,0.004292032,0.008644409,0.01625264,0.03097821,0.813353],"study_design_scores_gemma":[0.0004979865,0.004280148,0.511001,0.001641746,0.0006254889,0.000725946,0.01107569,0.1534442,0.03128529,0.03385672,0.2507896,0.0007761815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4383924,0.0012413,0.4051491,0.003348311,0.0006001206,0.006247316,0.009956609,0.03789458,0.09717026],"genre_scores_gemma":[0.8277104,0.0002977846,0.1535678,0.0003351763,0.0001556433,0.00398173,0.004175651,0.0003895057,0.009386371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008883639,"threshold_uncertainty_score":0.0297187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088240713","doi":"10.5267/j.uscm.2020.7.006","title":"Mediation of supply chain integration on the relationship between market orientation with company performance","year":2020,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Enterprise Management and Information Systems","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":"Mediation; Business; Market orientation; Supply chain; Chain (unit); Industrial organization; Orientation (vector space); Operations management; Marketing; Economics; Mathematics","authors":[{"name":"Tulus Suryanto","is_ca":false},{"name":"Moh. Mukhsin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03008282478262308,"gpt":0.2298187912306787,"spread":0.1997359664480557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003199036,0.0004695883,0.0003389554,0.001033349,0.0006148437,0.00209305,0.0003395618,0.0003984833,0.008147235],"category_scores_gemma":[0.01534161,0.0001589575,0.0004920128,0.000928488,0.0009852313,0.001374265,0.001793734,0.0007441155,0.000343398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000941307,"about_ca_system_score_gemma":0.00230199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002448625,"about_ca_topic_score_gemma":0.002427581,"domain_scores_codex":[0.9970529,0.001361036,0.000139098,0.0002367188,0.0007649879,0.0004453484],"domain_scores_gemma":[0.9771616,0.01335136,0.005310896,0.0008399035,0.001844044,0.001492175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003714085,0.0008413311,0.9332728,0.0001673038,0.0003595855,0.0006821633,0.004277561,0.001115701,0.003775844,0.009191507,0.0003143286,0.04563054],"study_design_scores_gemma":[0.00002757544,0.0004909465,0.9840793,0.0001181326,0.0002165394,0.0001720179,0.004093215,0.003465487,0.001748668,0.004201118,0.001359989,0.00002696356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855892,0.0001817186,0.001446463,0.0003494739,0.0000126829,0.00003619857,0.00004779862,0.00001478486,0.01232171],"genre_scores_gemma":[0.9994248,0.00004911837,0.0002213053,0.00001481607,0.00000566076,0.000007283839,0.0000180663,0.000002267464,0.0002566256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008147235,"threshold_uncertainty_score":0.02725524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173570881","doi":"10.1051/e3sconf/202128011012","title":"Methodological approaches to the study of mineral resource potential of regions","year":2021,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Mineral resource classification; Natural resource; Resource (disambiguation); Sustainable development; Function (biology); Exploitation of natural resources; Business; Natural resource economics; Environmental resource management; Geography; Environmental planning; Ecology; Economics; Computer science; Geology","authors":[{"name":"Myroslav Syvyj","is_ca":false},{"name":"Ordenbek Mazbayev","is_ca":false},{"name":"Olena Volik","is_ca":true},{"name":"Natalia Panteleeva","is_ca":false},{"name":"Olena Hanchuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.293356679187511,"gpt":0.2975333810681985,"spread":0.004176701880687472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0129837,0.0006573428,0.0006747343,0.006344784,0.001866942,0.006933977,0.002710847,0.00131957,0.003308197],"category_scores_gemma":[0.01730949,0.0004941374,0.001414633,0.006101907,0.008301662,0.004193666,0.004406149,0.001614054,0.0004071178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005740215,"about_ca_system_score_gemma":0.006307968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00452381,"about_ca_topic_score_gemma":0.005461206,"domain_scores_codex":[0.9826917,0.01368913,0.0008207771,0.001408671,0.001054935,0.0003348793],"domain_scores_gemma":[0.9851255,0.01037694,0.00154216,0.001369106,0.001350167,0.0002360517],"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":[0.000008393745,0.00001715708,0.00196823,0.0002671354,0.00005308036,0.00008092901,0.001618331,0.002989821,0.00014992,0.9824563,0.0003895748,0.01000113],"study_design_scores_gemma":[0.00001579231,0.00003357302,0.001753057,0.0003077895,0.00005322477,0.0001389076,0.004897408,0.007424491,0.0003227376,0.9575858,0.02744778,0.00001954595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03074119,0.007524693,0.8699114,0.008983241,0.0002740326,0.0007619697,0.001035268,0.00007453259,0.08069375],"genre_scores_gemma":[0.5514134,0.006084822,0.4329572,0.0007701566,0.0002577,0.00232678,0.0004879263,0.00006223828,0.005639855],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0129837,"threshold_uncertainty_score":0.06866515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3040159749","doi":"10.17721/apmv.2020.142.1.74-84","title":"CURRENT STATE AND PROSPECTS FOR THE DEVELOPMENT OF THE NORTH AMERICAN FREE TRADE AREA","year":2020,"lang":"en","type":"article","venue":"ACTUAL PROBLEMS OF INTERNATIONAL RELATIONS","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Foreign direct investment; Free trade agreement; International trade; Economic integration; Economics; Free trade; International economics; State (computer science); Unemployment; Investment (military); Trade agreement; Attractiveness; Intellectual property; Development economics; Political science; Economic growth; Macroeconomics; Politics","authors":[{"name":"Sergey Yakubovskіy","is_ca":false},{"name":"Tatiana Rodionova","is_ca":false},{"name":"O. Tsviakh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02943019458998892,"gpt":0.232373447862249,"spread":0.2029432532722601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002619154,0.0001574319,0.0002122926,0.00124796,0.002285271,0.004734347,0.0006963843,0.0009197737,0.006676817],"category_scores_gemma":[0.002190315,0.0001008861,0.0002575095,0.001608343,0.00165119,0.003284122,0.001017759,0.001537671,0.0006664342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029249,"about_ca_system_score_gemma":0.01078701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02565327,"about_ca_topic_score_gemma":0.03460236,"domain_scores_codex":[0.9990865,0.0001912795,0.00004238636,0.0001224478,0.0003520539,0.0002052819],"domain_scores_gemma":[0.9973902,0.0005385765,0.0003920303,0.0001330378,0.001067774,0.0004783898],"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":[0.0001543311,0.0003440616,0.08182319,0.0008261259,0.00005598081,0.0007313464,0.003863198,0.001557515,0.001919884,0.3272979,0.06546882,0.5159577],"study_design_scores_gemma":[0.00001208493,0.00007349031,0.1126729,0.001261272,0.00003590835,0.0003348544,0.00941108,0.001317577,0.0005632465,0.03539201,0.8388689,0.00005665524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3300238,0.116268,0.006695757,0.1472978,0.002723075,0.00008404814,0.001187677,0.0002431745,0.3954766],"genre_scores_gemma":[0.9068547,0.0468725,0.005774814,0.00741085,0.001018085,0.00008239754,0.0009368787,0.00003392266,0.03101575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9743468,"threshold_uncertainty_score":0.05100793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214492330","doi":"10.18280/ijsse.110510","title":"Methodical Approach to Evaluation of Efficiency of Transformation of Business Processes on Engineering Enterprises in the Context of Ensuring Security","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Enterprise Management and Information Systems","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":"Context (archaeology); Process (computing); Business process; Computer science; Transformation (genetics); Process management; Business transformation; Risk analysis (engineering); Fuzzy logic; Artifact-centric business process model; Business process modeling; Management science; Business; Work in process; Engineering","authors":[{"name":"Volodymyr Bazyliuk","is_ca":false},{"name":"Oleksandr Molnar","is_ca":false},{"name":"Nataliya Kyrlyk","is_ca":false},{"name":"Roksolana Vynnychuk","is_ca":false},{"name":"Roman Zavadyak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02066166171390616,"gpt":0.2461193538781687,"spread":0.2254576921642625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01148169,0.001102477,0.0007724807,0.006944016,0.0009394478,0.004175828,0.001413855,0.0009708581,0.004079418],"category_scores_gemma":[0.01842785,0.0002791955,0.001090358,0.004192295,0.003145849,0.002430203,0.001791033,0.00112746,0.0003545834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577395,"about_ca_system_score_gemma":0.003320866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448623,"about_ca_topic_score_gemma":0.0014352,"domain_scores_codex":[0.9820224,0.01165664,0.0008533641,0.0009167514,0.004225296,0.0003255475],"domain_scores_gemma":[0.9854234,0.01022925,0.001120183,0.001011569,0.002074722,0.0001408961],"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":[0.0002912958,0.000439059,0.009500843,0.001908263,0.0003114464,0.0002300414,0.004096071,0.03462557,0.006818322,0.7028739,0.001791857,0.2371134],"study_design_scores_gemma":[0.0002299645,0.001828104,0.01659243,0.001371702,0.0002665198,0.0009412174,0.006793443,0.2411576,0.01496358,0.6437461,0.07186356,0.0002457676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01895505,0.0008438816,0.9555673,0.0003537072,0.0000681535,0.0008458573,0.0001777515,0.0001415652,0.02304683],"genre_scores_gemma":[0.2722543,0.0007791767,0.7219942,0.0001028825,0.0000451361,0.002153189,0.0001415349,0.00003205654,0.002497524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01148169,"threshold_uncertainty_score":0.0607217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901850358","doi":"10.6000/1929-7092.2018.07.72","title":"Improving the Calculation of the Efficiency Assessment of Cash Flow Management in High-Tech Industries","year":2018,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Enterprise Management and Information Systems","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":"Cash flow; Business; High tech; Flow (mathematics); Cash flow forecasting; Industrial organization; Economics; Econometrics; Accounting; Mathematics; Political science","authors":[{"name":"Alexey V. Kemenov","is_ca":false},{"name":"Tatyana V. Abalakina","is_ca":false},{"name":"Olga I. Zhukova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01971103792339136,"gpt":0.259440622005529,"spread":0.2397295840821376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004607326,0.0008027817,0.000633714,0.003783616,0.0004565091,0.001772168,0.00108272,0.0007032868,0.002810928],"category_scores_gemma":[0.01912083,0.0002426156,0.000666601,0.002584893,0.0004877685,0.001948485,0.0008670982,0.0005907836,0.001067772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007571955,"about_ca_system_score_gemma":0.00147422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092418,"about_ca_topic_score_gemma":0.001243905,"domain_scores_codex":[0.9960491,0.001535686,0.0002667869,0.0003203028,0.001688094,0.0001400294],"domain_scores_gemma":[0.9907891,0.003563399,0.0009395396,0.0008919261,0.003687572,0.000128495],"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":[0.0003273552,0.0002728949,0.06101818,0.001158513,0.0002331486,0.0002445069,0.0005536309,0.1289581,0.02100275,0.02932592,0.005304459,0.7516006],"study_design_scores_gemma":[0.00005981187,0.0004109389,0.07578744,0.00036742,0.000197962,0.0004431379,0.0003349418,0.8227076,0.05500454,0.02761593,0.0169066,0.0001636508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06850786,0.001106353,0.9225122,0.000237603,0.0001153414,0.000185249,0.0001597011,0.0008584782,0.006317222],"genre_scores_gemma":[0.6785422,0.0008362411,0.3174873,0.00004561863,0.00009592202,0.0001888938,0.0004023849,0.0001283953,0.002273078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004607326,"threshold_uncertainty_score":0.02436614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382541482","doi":"10.18280/mmep.100321","title":"Harmony Search Algorithm for Solving Combinatorial Optimization Problems: Bibliometric Analysis","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Enterprise Management and Information Systems","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":"Harmony search; Computer science; Combinatorial optimization; Mathematical optimization; Algorithm; Mathematics; Artificial intelligence","authors":[{"name":"Huda Karem Nasser","is_ca":false},{"name":"Waffa Abdul-Abbas Shehab","is_ca":false},{"name":"Asaad Shakir Hameed","is_ca":false},{"name":"Haiffa Muhsan B. Alrikabi","is_ca":false},{"name":"Abeer A. Abdul–Razaq","is_ca":false},{"name":"Modhi Lafta Mutar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03819985231135,"gpt":0.2328761590509927,"spread":0.1946763067396427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009362247,0.001020537,0.002185691,0.06914272,0.001335781,0.006539608,0.001334752,0.001087065,0.004432517],"category_scores_gemma":[0.04385793,0.0003454126,0.001276134,0.09370086,0.0008271474,0.004344186,0.001909312,0.0006812848,0.001040986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182243,"about_ca_system_score_gemma":0.004103026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004620455,"about_ca_topic_score_gemma":0.004052184,"domain_scores_codex":[0.9872674,0.003757772,0.001042036,0.0007871196,0.006824557,0.0003211198],"domain_scores_gemma":[0.983892,0.01099329,0.001646005,0.0008344278,0.002429968,0.0002043239],"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":[0.0002055147,0.000391305,0.06191647,0.004988582,0.001698185,0.0003094253,0.0008018811,0.07904519,0.001074029,0.04475922,0.02655331,0.7782569],"study_design_scores_gemma":[0.0002284858,0.0004415213,0.09622785,0.001851125,0.00130389,0.001369826,0.00298762,0.6661755,0.005123415,0.1077733,0.1162353,0.0002820391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3390141,0.06861398,0.3949875,0.006709665,0.0006636133,0.00223691,0.02113442,0.003667149,0.1629726],"genre_scores_gemma":[0.7460942,0.02487069,0.2097384,0.0002302875,0.0006331073,0.001896615,0.01069316,0.000303231,0.005540452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9308573,"threshold_uncertainty_score":0.04951292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285457283","doi":"10.31812/123456789/4621","title":"Methodological approaches to the study of mineral resource potential of regions","year":2021,"lang":"en","type":"report","venue":"","topic":"Enterprise Management and Information Systems","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":"University of Waterloo","funders":"","keywords":"Mineral resource classification; Resource (disambiguation); Natural resource; Sustainable development; Function (biology); Exploitation of natural resources; Business; Geography; Natural resource economics; Environmental resource management; Environmental planning; Ecology; Computer science; Economics; Geology","authors":[{"name":"Myroslav Syvyj","is_ca":false},{"name":"Ordenbek Mazbayev","is_ca":false},{"name":"Olena Volik","is_ca":true},{"name":"Natalia Panteleeva","is_ca":false},{"name":"Olena Hanchuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.440780705631298,"gpt":0.3311215090226379,"spread":0.1096591966086601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01197866,0.0006098493,0.0006011362,0.006130787,0.001760401,0.006604143,0.002393693,0.001204512,0.002975041],"category_scores_gemma":[0.01583385,0.0004772063,0.00128104,0.006353978,0.007838288,0.003807141,0.004175238,0.001507195,0.0003612138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005476916,"about_ca_system_score_gemma":0.006716589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004650667,"about_ca_topic_score_gemma":0.006099597,"domain_scores_codex":[0.9831239,0.01345498,0.000779018,0.001236402,0.001093589,0.0003121698],"domain_scores_gemma":[0.985936,0.00993645,0.001444621,0.001174394,0.001304572,0.0002039333],"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":[0.000007908936,0.00001762841,0.002125825,0.0002345439,0.00004560959,0.00007935549,0.001568363,0.003104065,0.000150213,0.9820952,0.0003860369,0.01018513],"study_design_scores_gemma":[0.00001781045,0.00004205831,0.002271536,0.0003524217,0.00005946929,0.0001692989,0.006329463,0.008482967,0.0004364121,0.9445145,0.03730227,0.00002181913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03520599,0.007662313,0.8488027,0.008878826,0.000265211,0.0008980943,0.001229277,0.00007486086,0.09698261],"genre_scores_gemma":[0.5175398,0.006571054,0.4657755,0.0007586961,0.0002140157,0.002491314,0.0005309364,0.00005742886,0.006061253],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01197866,"threshold_uncertainty_score":0.06334996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043143134","doi":"10.36477/2522-1221-2020-23-22","title":"Features of auto-commodity expertise of vehicles imported from the USA and Canada","year":2020,"lang":"en","type":"article","venue":"Herald of Lviv University of Trade and Economics Technical sciences","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Commodity; Identification (biology); Value (mathematics); Business; Commodity market; Commerce; International trade; Industrial organization; Computer science; Finance","authors":[{"name":"O.Z. Mykytyn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02291998870936829,"gpt":0.1809742330285132,"spread":0.1580542443191449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000203248,0.0002089233,0.0001510163,0.003969726,0.0008759362,0.001388375,0.0004194773,0.0001934297,0.006409361],"category_scores_gemma":[0.001886999,0.00009444604,0.0002642658,0.003785361,0.0005018452,0.0005268905,0.0006183697,0.0001752802,0.0004953586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004212198,"about_ca_system_score_gemma":0.003200005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5856503,"about_ca_topic_score_gemma":0.526334,"domain_scores_codex":[0.9995123,0.00002184196,0.00001745809,0.00007161812,0.0002566848,0.00012009],"domain_scores_gemma":[0.998674,0.0001974427,0.0002206566,0.00006013186,0.0007139443,0.0001338115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003096983,0.00006160657,0.8912467,0.0002093522,0.00007088641,0.002256295,0.005870803,0.004406253,0.004904475,0.01103478,0.00546426,0.07416498],"study_design_scores_gemma":[0.000001780662,0.00001860218,0.9783326,0.00003052505,0.00001887445,0.0005855656,0.004324382,0.003092401,0.001655148,0.0004525903,0.01146668,0.00002089157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612246,0.0002355342,0.0005342482,0.00004809352,0.000006368231,0.00002626022,0.002990685,0.00004296943,0.0348913],"genre_scores_gemma":[0.9915943,0.0001219521,0.0003883262,0.000005659286,0.000002133139,0.000005837389,0.001633739,0.00001644754,0.006231674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4143497,"threshold_uncertainty_score":0.8335797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413958443","doi":"10.5267/j.jpm.2025.6.002","title":"Validation of the e-learning systems success model among project manager education institutions: Legal perspective","year":2025,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Enterprise Management and Information Systems","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":"Perspective (graphical); Knowledge management; Project manager; Engineering management; Business; Engineering ethics; Psychology; Project management; Computer science; Engineering; Artificial intelligence; Systems engineering","authors":[{"name":"Mohmmad Husien Almajali","is_ca":false},{"name":"Abdel Rahman Ahmad Aljboor","is_ca":false},{"name":"Hamza Abedalhfeed Al-Majali","is_ca":false},{"name":"Esraa Mohammad Rasoul","is_ca":false},{"name":"Dmaithan Almajali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02250405829571774,"gpt":0.2989095878580468,"spread":0.2764055295623291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02767367,0.0005537735,0.0007454921,0.003017371,0.00190456,0.003666613,0.00151611,0.001122598,0.004793854],"category_scores_gemma":[0.06035642,0.0003764114,0.001539289,0.002308019,0.0024879,0.003229992,0.00331576,0.00242688,0.0005500506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00342274,"about_ca_system_score_gemma":0.006998227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00851127,"about_ca_topic_score_gemma":0.006783317,"domain_scores_codex":[0.9813033,0.01061928,0.001123633,0.001096011,0.004405844,0.001451889],"domain_scores_gemma":[0.8822929,0.08656652,0.008947018,0.004473019,0.01438049,0.003339989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420915,0.001059413,0.9681578,0.00007636942,0.0001182558,0.0001408008,0.00418993,0.001031254,0.0002876371,0.005066365,0.0004006004,0.0193294],"study_design_scores_gemma":[0.00007477343,0.001662153,0.9234133,0.0003487794,0.0001846866,0.0001843164,0.02745229,0.0398736,0.001405035,0.002885124,0.002460737,0.00005517045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932427,0.00004941742,0.001952185,0.0005567629,0.00001206711,0.0001365705,0.00006811817,0.000007086793,0.003975005],"genre_scores_gemma":[0.9983988,0.00003275114,0.001088723,0.00004220702,0.000005798229,0.00009869852,0.00007774476,0.000003181591,0.0002519805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02767367,"threshold_uncertainty_score":0.1463541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049198434","doi":"10.5430/rwe.v11n4p62","title":"Global Transformation of Employment as a Factor of Country’s Labor Market Development","year":2020,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Enterprise Management and Information Systems","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":"Economics; Economic system; Technological change; Labor relations; Intellectualization; Market economy; Labour economics; Business","authors":[{"name":"Станіслава Пасєка","is_ca":false},{"name":"Mariana Bil","is_ca":false},{"name":"Maria Dmytrenko","is_ca":false},{"name":"Viktoriia Krasnomovets","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06212481113346992,"gpt":0.3090921451961212,"spread":0.2469673340626513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004376015,0.0001441171,0.0001333676,0.001000368,0.0007437178,0.00245308,0.0002179549,0.0002914131,0.006460627],"category_scores_gemma":[0.0009621607,0.00006674229,0.0002542083,0.002381696,0.0008045581,0.001141115,0.001237388,0.0006490035,0.0004149869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248453,"about_ca_system_score_gemma":0.001224764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00694787,"about_ca_topic_score_gemma":0.006962332,"domain_scores_codex":[0.9996173,0.00006489737,0.00001808674,0.00006213942,0.00009299666,0.0001445084],"domain_scores_gemma":[0.9994851,0.00009221765,0.0001262897,0.00003064258,0.0001462378,0.0001194462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498289,0.0001954055,0.5496681,0.0004703602,0.0001334455,0.002385401,0.01175987,0.003591142,0.002138252,0.2000088,0.02343513,0.2060643],"study_design_scores_gemma":[0.000008295814,0.0001062642,0.8121071,0.0002702609,0.00004934564,0.0006598975,0.01990552,0.001897193,0.0007819462,0.01693012,0.1472431,0.00004100607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720721,0.003727334,0.002775372,0.007097935,0.0002357339,0.00006687973,0.001737026,0.00007528991,0.2122124],"genre_scores_gemma":[0.9944491,0.001087281,0.0003624132,0.0001319988,0.00005643829,0.00001363914,0.0002537473,0.00001065633,0.003634656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00694787,"threshold_uncertainty_score":0.021613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997483077","doi":"10.5430/rwe.v10n4p23","title":"The Innovative Model for the Formation of a Database Used to Assess a System of Economic Security of Retail Companies","year":2019,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Enterprise Management and Information Systems","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":"Database; Parallelepiped; Order (exchange); Computer science; Process (computing); Face (sociological concept); Business; Mathematics; Finance","authors":[{"name":"Maryna Chorna","is_ca":false},{"name":"Ольга Станіславівна Шуміло","is_ca":false},{"name":"H. Zabrodska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1704819033213827,"gpt":0.350014754856107,"spread":0.1795328515347243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002836253,0.0005730338,0.0007061898,0.002224585,0.00126679,0.007906536,0.002471835,0.001883868,0.006644052],"category_scores_gemma":[0.008034187,0.0004492503,0.001621218,0.002301588,0.00183934,0.006374044,0.003133635,0.001549636,0.001431622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219931,"about_ca_system_score_gemma":0.002568872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007079548,"about_ca_topic_score_gemma":0.003096475,"domain_scores_codex":[0.9964854,0.001058564,0.0004447934,0.0008723415,0.0008859855,0.0002530132],"domain_scores_gemma":[0.9969968,0.00125946,0.0003491278,0.0004879468,0.000735121,0.0001715585],"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":[0.0001030452,0.0000616018,0.002605958,0.000156336,0.00005493329,0.0004309735,0.0006515904,0.0824012,0.001646544,0.8730012,0.002753578,0.03613304],"study_design_scores_gemma":[0.00005877907,0.0001739825,0.001033029,0.0001453685,0.00007886713,0.0005948416,0.0004602984,0.5859305,0.002438174,0.3615862,0.04742163,0.00007832752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009819612,0.0002362699,0.9755033,0.0009329129,0.0001002889,0.0001824133,0.0005039104,0.0003185179,0.01240278],"genre_scores_gemma":[0.397236,0.0008602374,0.5850075,0.0003591219,0.000139635,0.001019439,0.001379611,0.000113913,0.0138845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007906536,"threshold_uncertainty_score":0.02222651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411035766","doi":"10.32782/bses.92-6","title":"ASSESSMENT OF THE EFFICIENCY OF LOGISTICS PROCESSES AT FOREIGN ENTERPRISES","year":2025,"lang":"en","type":"article","venue":"Black Sea Economic Studies","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Industrial organization; Process management","authors":[{"name":"Oleksandr Stuzhnyi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02727877889416813,"gpt":0.2801713283879053,"spread":0.2528925494937371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004764382,0.0003504543,0.0003659525,0.004707928,0.0004515964,0.001898992,0.0003223465,0.0002820392,0.001042577],"category_scores_gemma":[0.005984422,0.0001353237,0.000435826,0.005200985,0.0004551345,0.001352753,0.0009981836,0.000224669,0.0003205531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145986,"about_ca_system_score_gemma":0.00109395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00351376,"about_ca_topic_score_gemma":0.002406505,"domain_scores_codex":[0.9974799,0.0006083157,0.0003920422,0.0002160249,0.001005357,0.0002983939],"domain_scores_gemma":[0.9937379,0.001257862,0.002135643,0.0003920114,0.002144683,0.000331915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003055655,0.0001624249,0.8801816,0.0002138422,0.0001645723,0.0004100272,0.002016377,0.01628839,0.003230321,0.002073555,0.0007394139,0.09421392],"study_design_scores_gemma":[0.000006974075,0.0003154676,0.9842423,0.00005144099,0.00003924143,0.0001483874,0.002917715,0.005346579,0.002935172,0.0003340628,0.003631844,0.00003087106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890146,0.000253604,0.00179081,0.00004380219,0.000004753203,0.00004291498,0.0004607991,0.00002506512,0.008363632],"genre_scores_gemma":[0.9959622,0.0002415996,0.001668666,0.00001009612,0.000004556557,0.0000288543,0.0006010447,0.000004532949,0.001478537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004764382,"threshold_uncertainty_score":0.02519673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405972141","doi":"10.5430/ijba.v15n4p56","title":"Efficiency in Production Operations Management: Impact on Corporate Competitiveness and Strategic Positioning","year":2024,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"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); Business; Strategic management; Industrial organization; Operations management; Process management; Computer science; Marketing; Economics; Microeconomics","authors":[{"name":"Victor Mignenan","is_ca":false},{"name":"Serge Monglengar Nandingar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02680356165914434,"gpt":0.2784862321127448,"spread":0.2516826704536004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004344133,0.0005756173,0.0003170146,0.001930861,0.0005755937,0.003775087,0.0003337898,0.0004882491,0.001880205],"category_scores_gemma":[0.009153161,0.0001762169,0.0002997321,0.003577276,0.001409129,0.001959664,0.001395901,0.0004350158,0.0002370679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211669,"about_ca_system_score_gemma":0.002218956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117432,"about_ca_topic_score_gemma":0.002890278,"domain_scores_codex":[0.9964308,0.001520512,0.0002404708,0.0002583061,0.000953825,0.0005961375],"domain_scores_gemma":[0.9888268,0.005896802,0.003481226,0.0003868331,0.000927299,0.0004809613],"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":[0.0006165491,0.000479473,0.7301688,0.0005780013,0.0002830801,0.0007356853,0.003718998,0.02851514,0.007208709,0.02032483,0.0006584786,0.2067124],"study_design_scores_gemma":[0.00002241017,0.0007265998,0.9644019,0.0001950445,0.0001249717,0.0003829573,0.008088252,0.009004455,0.004433704,0.007507023,0.005043725,0.00006892327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791854,0.0009396664,0.003696245,0.0004045101,0.00001228245,0.00003557647,0.00004988841,0.00001544522,0.01566095],"genre_scores_gemma":[0.998782,0.0001976979,0.0006616659,0.00001878539,0.000005881059,0.000006248003,0.0000262707,0.000002992503,0.0002985078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004344133,"threshold_uncertainty_score":0.02297425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176833796","doi":"10.32370/ia_2021_06_6","title":"System Model of Professional Development Process","year":2021,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Professional development; Process (computing); Plan (archaeology); Professional studies; Development plan; Staff management; Process management; Engineering management; Medical education; Knowledge management; Business; Computer science; Medicine; Management; Engineering","authors":[{"name":"Partyka Partyka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02467118005847348,"gpt":0.2324634348814703,"spread":0.2077922548229968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001947091,0.0005937829,0.0005159678,0.001561746,0.001356373,0.004609793,0.001805636,0.001951033,0.01688424],"category_scores_gemma":[0.003388942,0.0003158413,0.0007592399,0.001678731,0.00137761,0.003170259,0.001655609,0.001339011,0.003522141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002707202,"about_ca_system_score_gemma":0.004378886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007307941,"about_ca_topic_score_gemma":0.003508801,"domain_scores_codex":[0.997445,0.0009992562,0.0001625734,0.0004946625,0.0006943324,0.0002042369],"domain_scores_gemma":[0.9979748,0.0007567335,0.0001621333,0.0001575813,0.000815123,0.0001335431],"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":[0.0000969965,0.0001208188,0.002735315,0.0003311417,0.00005864823,0.0005755321,0.001976209,0.08884074,0.001828555,0.8382262,0.008592341,0.05661754],"study_design_scores_gemma":[0.0001142494,0.0002616716,0.001208034,0.0001759085,0.00007495958,0.0006062731,0.0007254077,0.5408305,0.001205633,0.3266335,0.1280968,0.00006708749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0149023,0.001030389,0.8937001,0.002680751,0.0002834025,0.0004669184,0.0007231348,0.00133842,0.08487453],"genre_scores_gemma":[0.5573654,0.002159257,0.3636033,0.0004139565,0.0002829822,0.00157151,0.001784148,0.0001838631,0.07263549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01688424,"threshold_uncertainty_score":0.05648339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220879303","doi":"10.5430/jct.v11n3p103","title":"A Mathematical Model to Determine the Optimal Ratio of Researchers of Different Categories for Solving a Scientific Problem in the Military Sphere","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Analogy; Quality (philosophy); Parabola; Management science; Resource (disambiguation); Operations research; Computer science; Work (physics); Mathematics; Economics; Engineering; Epistemology","authors":[{"name":"Лілія Семененко","is_ca":false},{"name":"Serhii Kirsanov","is_ca":false},{"name":"Alexey Solomitsky","is_ca":false},{"name":"Петро Онофрійчук","is_ca":false},{"name":"Іryna Chernyshova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03934423987683717,"gpt":0.277858648148914,"spread":0.2385144082720768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005424484,0.001279783,0.001204557,0.002245012,0.00128093,0.003758669,0.002805431,0.003086305,0.009376065],"category_scores_gemma":[0.01366223,0.0007692226,0.00128501,0.002242361,0.001981134,0.004157707,0.00184396,0.002514079,0.002026219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442356,"about_ca_system_score_gemma":0.004119606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003337592,"about_ca_topic_score_gemma":0.002410902,"domain_scores_codex":[0.9969483,0.001408723,0.0001671712,0.0005867452,0.0005990597,0.0002899195],"domain_scores_gemma":[0.9946678,0.003698184,0.0006217366,0.0001643053,0.0006672252,0.0001808136],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006093408,0.0001191108,0.001349106,0.0003023886,0.00005630979,0.0001860045,0.000230938,0.4053265,0.001317309,0.5605359,0.003655453,0.02685991],"study_design_scores_gemma":[0.00004672978,0.0001112037,0.000387434,0.0000756025,0.00003936006,0.000218485,0.0001058285,0.8373258,0.0006198826,0.1528355,0.008190691,0.00004345174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004823547,0.0003298603,0.983918,0.001352578,0.00007603533,0.0001630563,0.0001099458,0.00007510127,0.009152036],"genre_scores_gemma":[0.2877204,0.001549479,0.6906211,0.0006704938,0.0002385506,0.002202634,0.0003490126,0.0001043936,0.01654403],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9945755,"threshold_uncertainty_score":0.03136611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254867756","doi":"10.31649/2524-1079-2018-3-1-69-74","title":"Fundamentalization of higher technical education for the border: problems and prospects","year":2018,"lang":"en","type":"article","venue":"Health and Safety Pedagogy","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Higher education; Ukrainian; Context (archaeology); Process (computing); Work (physics); Vocational education; Comparative education; Political science; Curriculum; Product (mathematics); Mathematics education; Sociology; Pedagogy; Engineering; Computer science; Geography; Psychology; Mathematics","authors":[{"name":"Alona Kolomiiets","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02635307296047591,"gpt":0.3346404365322109,"spread":0.308287363571735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004022285,0.0002505919,0.0003966538,0.001991095,0.003088083,0.007700798,0.000922631,0.001537388,0.007195399],"category_scores_gemma":[0.004455455,0.0001833954,0.0005074588,0.003465924,0.006544692,0.01044572,0.003923053,0.002445037,0.0004130685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006032707,"about_ca_system_score_gemma":0.007808486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004610758,"about_ca_topic_score_gemma":0.001842736,"domain_scores_codex":[0.9978377,0.000830172,0.00008839979,0.0003036323,0.000398038,0.000542075],"domain_scores_gemma":[0.9961663,0.001556088,0.0005817819,0.0004544558,0.0006862772,0.0005551277],"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":[0.00006339727,0.0001441766,0.0107476,0.0002189803,0.000009292016,0.0001613531,0.004342562,0.0006749036,0.0003035246,0.8996232,0.001554926,0.08215621],"study_design_scores_gemma":[0.00003303102,0.0003462583,0.06789244,0.001049656,0.00002755019,0.0007767385,0.04093376,0.004449757,0.002295227,0.7109041,0.1712159,0.00007564734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4758743,0.06829905,0.02534667,0.06282797,0.0008933118,0.0001517541,0.0002279223,0.0001305124,0.3662486],"genre_scores_gemma":[0.9838124,0.006599626,0.002624444,0.000546659,0.0001691802,0.00003147939,0.00006839494,0.00001468254,0.006133163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007700798,"threshold_uncertainty_score":0.04377055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3179325436","doi":"","title":"THE IMPACT OF INFORMATION SHARING AND POWER SHARING ON EMPLOYEE INVOLVEMENT IN TOTAL QUALITY MANAGEMENT ERA. CASE STUDY: CONDOR ELECTRONICS.","year":2021,"lang":"en","type":"article","venue":"La  Revue des Sciences Commerciales","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Quality (philosophy); Electronics; Business; Information sharing; Total quality management; Power (physics); Telecommunications; Operations management; Knowledge management; Engineering; Computer science; Marketing; World Wide Web; Electrical engineering","authors":[{"name":"Aziza Benabbas","is_ca":false},{"name":"Abdelaziz Belaidi","is_ca":false},{"name":"Tremblay Diane-Gabrielle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07296680273931398,"gpt":0.3299223552859891,"spread":0.2569555525466751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002512416,0.0001354003,0.0001037946,0.000555341,0.003953034,0.001918964,0.0005709439,0.001145324,0.00504806],"category_scores_gemma":[0.005226808,0.00009510959,0.0001788652,0.0008215976,0.001700796,0.001399088,0.002060745,0.00082721,0.0002047785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540693,"about_ca_system_score_gemma":0.002364858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01995192,"about_ca_topic_score_gemma":0.03608,"domain_scores_codex":[0.9976894,0.001417377,0.00004620583,0.0000954407,0.0002589611,0.0004926004],"domain_scores_gemma":[0.991867,0.005680342,0.000671607,0.0002189692,0.0004056793,0.001156418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302667,0.003463233,0.3285411,0.0004353348,0.00007179596,0.01853908,0.3144082,0.003449669,0.004285665,0.05377268,0.01161833,0.2601123],"study_design_scores_gemma":[0.0001122557,0.001956241,0.3021583,0.0003965081,0.0001260709,0.005876533,0.603349,0.008211083,0.002842142,0.006475527,0.06840035,0.00009605337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969869,0.0001624559,0.0002745375,0.001313858,0.00001230334,0.00001763397,0.00001813349,0.000006509314,0.02832574],"genre_scores_gemma":[0.9982272,0.00005043339,0.00008654941,0.00005086381,0.000003874727,0.000003397995,0.000004353133,0.000001613598,0.001571697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01995192,"threshold_uncertainty_score":0.03967154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412839605","doi":"10.20998/2522-9052.2025.3.05","title":"DEVELOPMENT OF PROCESSES FOR MONITORING PROGRAM IMPLEMENTATION IN STAKEHOLDER-ORIENTED RESOURCE MANAGEMENT","year":2025,"lang":"en","type":"article","venue":"Advanced Information Systems","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Ministry of Education and Science of Ukraine","keywords":"Stakeholder; Process management; Resource (disambiguation); Business; Environmental resource management; Computer science; Political science; Environmental science; Public relations","authors":[{"name":"Nataliia Dotsenko","is_ca":false},{"name":"Dmytro Chumachenko","is_ca":true},{"name":"Ivan Nekrasov","is_ca":false},{"name":"Yaroslav Lutsiv","is_ca":false},{"name":"Yuliia Husieva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02285187620769768,"gpt":0.2911239001278247,"spread":0.268272023920127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03274342,0.0009740614,0.0006892975,0.00408358,0.002487465,0.004949906,0.002915075,0.00170342,0.005063372],"category_scores_gemma":[0.05335876,0.0007235066,0.001005254,0.00288504,0.001703725,0.005217719,0.004611275,0.002249517,0.001286017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004892878,"about_ca_system_score_gemma":0.01375835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009920407,"about_ca_topic_score_gemma":0.007846663,"domain_scores_codex":[0.9727553,0.01788497,0.001375944,0.001860091,0.005129179,0.0009944183],"domain_scores_gemma":[0.9548503,0.01723106,0.005521397,0.008396137,0.01268772,0.001313345],"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":[0.0004552271,0.001907017,0.03233353,0.001534641,0.0001879428,0.0006894387,0.02468909,0.1187994,0.01521807,0.1811053,0.009525344,0.613555],"study_design_scores_gemma":[0.0002498019,0.001511837,0.03049536,0.002804438,0.0002195563,0.0004967999,0.02520547,0.5805719,0.05939146,0.1713769,0.1270929,0.0005836086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03146021,0.0001053976,0.9406188,0.00104211,0.00004399426,0.004380011,0.0002685048,0.002485177,0.01959574],"genre_scores_gemma":[0.2557763,0.0001500776,0.7377883,0.0001205587,0.000010596,0.003088166,0.0005146096,0.0001454769,0.002405961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03274342,"threshold_uncertainty_score":0.1731659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289319415","doi":"10.20998/2313-8890.2021.07.04","title":"CONCEPTUAL ASPECT OF TECHNOLOGICAL REENGINEERING OF INDUSTRIAL ENTERPRISES","year":2022,"lang":"en","type":"article","venue":"Actual problems of improving of current legislation of Ukraine","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Business process reengineering; Process management; Production (economics); Technological change; Process (computing); Computer science; Business; Manufacturing engineering; Engineering; Lean manufacturing","authors":[{"name":"А. В. Попов","is_ca":false},{"name":"В.В. ФАДЕЕВ","is_ca":true},{"name":"Elena Naboka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04903409387109543,"gpt":0.2379572228769621,"spread":0.1889231290058666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189521,0.0003679717,0.0002616167,0.001816238,0.002310578,0.00664116,0.001103354,0.001647663,0.002374344],"category_scores_gemma":[0.002142484,0.0003346587,0.0006010766,0.002250077,0.006939976,0.006309011,0.002103152,0.001787229,0.0003634669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004792728,"about_ca_system_score_gemma":0.004369867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004234687,"about_ca_topic_score_gemma":0.002040807,"domain_scores_codex":[0.997678,0.001045056,0.00014066,0.0003580875,0.0005083483,0.0002698657],"domain_scores_gemma":[0.9987993,0.000362351,0.0002388174,0.0002229178,0.0002427125,0.0001338546],"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":[0.00000261396,0.00001332801,0.0003478289,0.00003127035,0.000002480455,0.0001408525,0.001568352,0.001326954,0.0001635374,0.9927676,0.0001333861,0.003501781],"study_design_scores_gemma":[0.00001905973,0.0001027694,0.002332118,0.0002995694,0.00002591846,0.0009847785,0.007017611,0.021399,0.0009952072,0.8325838,0.1342033,0.00003687123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1402147,0.006155437,0.4315552,0.008176457,0.0002608572,0.0003488459,0.0001218311,0.0001900053,0.4129767],"genre_scores_gemma":[0.9262466,0.002304467,0.05896504,0.0003250403,0.00008871002,0.0002423157,0.0001248009,0.00002619022,0.01167682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00664116,"threshold_uncertainty_score":0.03477389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2750245872","doi":"10.5539/ass.v13n9p26","title":"Research on Consistent Pattern of Development of the Educators’ Ability to Self-Improvement","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Component (thermodynamics); Object (grammar); Field (mathematics); Psychology; Cognition; Computer science; Tuple; Professional development; Development (topology); Fuzzy logic; Mathematics education; Cognitive psychology; Artificial intelligence; Mathematics; Pedagogy","authors":[{"name":"Boris Fishman","is_ca":false},{"name":"Bogdana S. Kuzmina","is_ca":false},{"name":"Olga V. Fokina","is_ca":false},{"name":"Miron Fishbein","is_ca":false},{"name":"Н. А. Москвина","is_ca":false},{"name":"Svetlana Mashovetz","is_ca":false},{"name":"Raisa Kuzminichna Serezhnikova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04980499535996201,"gpt":0.3346055516750888,"spread":0.2848005563151267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002094255,0.0002131209,0.0002098415,0.002235069,0.0003872058,0.0009696379,0.0005674906,0.0004840975,0.002794794],"category_scores_gemma":[0.01468161,0.0001995034,0.0003890705,0.001489913,0.0006897995,0.001214341,0.00085567,0.000447637,0.0003421137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009095586,"about_ca_system_score_gemma":0.001220152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914394,"about_ca_topic_score_gemma":0.002395649,"domain_scores_codex":[0.9980143,0.000613654,0.0002230634,0.0004680713,0.0005006143,0.000180211],"domain_scores_gemma":[0.9893906,0.005324768,0.00155215,0.00129176,0.002090749,0.0003500282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000282297,0.0002097933,0.6781269,0.0004659877,0.0001072867,0.0005151785,0.02316576,0.002674232,0.00973081,0.02665073,0.001065673,0.2570053],"study_design_scores_gemma":[0.00001953559,0.0005685472,0.9415753,0.0001680641,0.00008621579,0.001342503,0.01133283,0.008803181,0.01241866,0.01238107,0.01125828,0.00004588354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460238,0.0005564765,0.03181579,0.0003957208,0.00001826682,0.0001242237,0.0004742408,0.0002097905,0.02038164],"genre_scores_gemma":[0.9927655,0.000106672,0.006129467,0.000008306498,0.000001623792,0.00003171556,0.0001532001,0.000009673677,0.0007937519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002914394,"threshold_uncertainty_score":0.01107562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409787632","doi":"10.61091/jcmcc127a-365","title":"Enterprise Financial Management Informatization Platform Based on Intelligent Decision Support System","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Informatization; Decision support system; Business; Knowledge management; Process management; Intelligent decision support system; Engineering management; Computer science; Finance; Engineering; Artificial intelligence; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009208884475494828,"gpt":0.2285789357136779,"spread":0.2193700512381831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336236,0.0007460379,0.0006861312,0.002299651,0.0007738457,0.003219614,0.001305162,0.0006783543,0.004856645],"category_scores_gemma":[0.001993103,0.0002741466,0.0005046483,0.001835181,0.0003363597,0.002835109,0.001741242,0.0008217444,0.001728739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007459174,"about_ca_system_score_gemma":0.001852758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909591,"about_ca_topic_score_gemma":0.0008928801,"domain_scores_codex":[0.9988658,0.0002055323,0.000148252,0.0002432426,0.0003900902,0.0001470604],"domain_scores_gemma":[0.9990962,0.000217833,0.0001027481,0.0001826132,0.0002893001,0.0001113254],"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":[0.001950123,0.001257144,0.01556093,0.000531617,0.0002384976,0.001733153,0.0008675119,0.03274529,0.0278924,0.04243603,0.04818756,0.8265998],"study_design_scores_gemma":[0.0003623999,0.0004726521,0.009100174,0.0001963664,0.0002798046,0.0008579445,0.0003484523,0.8071278,0.05476103,0.03690515,0.08932671,0.0002615545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1526006,0.000937604,0.7436817,0.001877076,0.0003835777,0.001033839,0.002501341,0.05473545,0.04224868],"genre_scores_gemma":[0.7069611,0.0005395246,0.277215,0.0005980217,0.0002182237,0.0004960514,0.004062749,0.0002991817,0.009610199],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004856645,"threshold_uncertainty_score":0.01624709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113568525","doi":"10.32352/0367-3057.6.20.03","title":"Theoretical and applied aspects of creating a unified information accounting system of pharmaceutical and medical products in Ukraine","year":2020,"lang":"en","type":"article","venue":"Farmatsevtychnyi zhurnal","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accounting information system; Medical information; Business; Accounting; Management science; Computer science; Knowledge management; Engineering","authors":[{"name":"I. Yu. Revyatskyy","is_ca":false},{"name":"А. І. Бойко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01231481318069814,"gpt":0.2278044326898514,"spread":0.2154896195091533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005297157,0.000291524,0.0004008105,0.003912574,0.002497191,0.009473463,0.00113138,0.0008779806,0.002175599],"category_scores_gemma":[0.008062957,0.0003475777,0.0008113489,0.003828771,0.004308424,0.006188936,0.003112128,0.0009590809,0.0003280246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00958219,"about_ca_system_score_gemma":0.01093533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02159069,"about_ca_topic_score_gemma":0.006933478,"domain_scores_codex":[0.9933076,0.002575936,0.00080082,0.000886246,0.001843308,0.0005860243],"domain_scores_gemma":[0.9969953,0.0006783123,0.0006636811,0.0005795603,0.0009494352,0.0001337513],"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":[0.000006800332,0.00001251307,0.001668639,0.00006482159,0.00001321957,0.00008798492,0.0009506061,0.004553229,0.0002107752,0.971187,0.000624559,0.02061981],"study_design_scores_gemma":[0.00002605043,0.00009984797,0.01143092,0.0005005543,0.00009268785,0.0004445552,0.00351141,0.09585473,0.003371974,0.743458,0.1411041,0.0001051132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1634326,0.006680389,0.6363807,0.01166075,0.0004924448,0.000646588,0.0005579686,0.0005712282,0.1795774],"genre_scores_gemma":[0.860199,0.002012979,0.1297151,0.0002305269,0.0001476628,0.0002271082,0.0002035515,0.00003682779,0.007227271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02159069,"threshold_uncertainty_score":0.06952399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936705210","doi":"10.21272/mmi.2019.1-26","title":"Fundamentals of a National Standardization System as a Means Confirming the Quality and Innovation of Products: Experience of International Organizations in Ukraine and Canada","year":2019,"lang":"en","type":"article","venue":"Marketing and Management of Innovations","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Standardization; Quality (philosophy); Product (mathematics); Business; Legislation; Risk analysis (engineering); Industrial organization; Economics; Political science; Law","authors":[{"name":"Bogdan Derevyanko","is_ca":false},{"name":"Oleh Mykolaiovych Rieznik","is_ca":false},{"name":"T.V. Shlapko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01606530663087379,"gpt":0.2595263659909331,"spread":0.2434610593600593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008273828,0.0002379736,0.0002409471,0.001129078,0.009473235,0.005565357,0.0009940142,0.000816856,0.001023673],"category_scores_gemma":[0.009310866,0.0001950828,0.0002172426,0.003228747,0.005189548,0.001336297,0.003115547,0.001093506,0.0001120251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05468953,"about_ca_system_score_gemma":0.1180672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8531497,"about_ca_topic_score_gemma":0.8243328,"domain_scores_codex":[0.9913874,0.002107201,0.0003605623,0.0004705996,0.003336503,0.002337646],"domain_scores_gemma":[0.9924229,0.001518934,0.0006306598,0.000356387,0.003793153,0.001278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001185927,0.00024696,0.07844481,0.00044096,0.00002711533,0.002143099,0.430277,0.003114498,0.002994992,0.2273862,0.009357449,0.2454484],"study_design_scores_gemma":[0.00001484553,0.0001524834,0.1286118,0.0005476284,0.00004156574,0.0008264256,0.4164455,0.002590352,0.004157396,0.006361441,0.4401356,0.0001149294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8499155,0.004082514,0.004711119,0.005469217,0.00007786493,0.0002206481,0.00008512059,0.00005140416,0.1353866],"genre_scores_gemma":[0.9853537,0.001941041,0.002367248,0.0001969827,0.00000702633,0.00002134328,0.00006146898,0.00001938569,0.01003179],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1468503,"threshold_uncertainty_score":0.3968021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886381420","doi":"10.14510/araj.2017.4120","title":"THE CIRCUMSTANCES AND CONTRIBUTIVE FACTORS OF ESTIMATE AND SELECTION OF THE INFORMATIONAL SITUATIONAL RESOURCES OF ECONOMIC INFORMATICS SYSTEMS","year":2017,"lang":"en","type":"article","venue":"Journal of the American Romanian Academy of Arts and Sciences","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Informatics; Situational ethics; Operations research; Knowledge management; Computer science; Psychology; Political science; Engineering; Social psychology; Artificial intelligence","authors":[{"name":"Stefan Leahu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01939853806653375,"gpt":0.2660545897297308,"spread":0.246656051663197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006214695,0.0003174071,0.0003014949,0.004792428,0.002080929,0.008966473,0.0004441582,0.0008580764,0.003242986],"category_scores_gemma":[0.02448055,0.0004454322,0.0003291458,0.00259689,0.005623915,0.005718227,0.002395054,0.0009175788,0.0003633701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002383356,"about_ca_system_score_gemma":0.003415005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284032,"about_ca_topic_score_gemma":0.001202948,"domain_scores_codex":[0.990733,0.004588748,0.0007225457,0.0009189866,0.002288809,0.0007477356],"domain_scores_gemma":[0.9852324,0.008092375,0.002327297,0.001220491,0.002312947,0.0008146496],"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":[0.0002652963,0.0001620446,0.1203102,0.0003149415,0.00006473692,0.001217739,0.01311048,0.00289089,0.003117723,0.7737991,0.001770466,0.0829763],"study_design_scores_gemma":[0.00007717425,0.0003204714,0.2760119,0.000775045,0.000276154,0.003718105,0.04801878,0.01954469,0.01348471,0.5713383,0.06618857,0.0002460441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7284527,0.002214096,0.08772316,0.005019724,0.00008807243,0.0003276739,0.0005447783,0.0001692272,0.1754607],"genre_scores_gemma":[0.9924856,0.0003351348,0.00571241,0.00003788045,0.00005062197,0.00006224204,0.00006320207,0.00001426749,0.001238567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008966473,"threshold_uncertainty_score":0.03286684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386191320","doi":"10.21608/ejmtc.2023.182571.1243","title":"IDENTIFICATION AND ANALYSIS OF PROJECT-BASED ORGANIZATION’s WORKLOAD FLUCTUATION FACTORS","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering Science and Military Technologies /Journal of Engineering Science and Military Technologies","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Identification (biology); Workload; Organizational identification; Computer science; Data science; Psychology; Social psychology; Operating system; Biology","authors":[{"name":"Ahmed Elnady","is_ca":true},{"name":"Ahmed Hammad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009771761519937616,"gpt":0.2156391489312541,"spread":0.2058673874113165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007180535,0.0002927177,0.0003475508,0.007115962,0.0004749672,0.001614201,0.0004098321,0.0002993134,0.001386334],"category_scores_gemma":[0.02990642,0.0001568477,0.0004430427,0.006397265,0.0003464971,0.001503636,0.001071171,0.0003375666,0.0002242119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009510884,"about_ca_system_score_gemma":0.001509257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582901,"about_ca_topic_score_gemma":0.003458061,"domain_scores_codex":[0.9954782,0.001342774,0.000723506,0.0003181243,0.001843505,0.000293833],"domain_scores_gemma":[0.9575901,0.02216602,0.01029693,0.0009901887,0.007809039,0.001147741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133433,0.0001247542,0.8745132,0.0008184584,0.0001484357,0.0002830214,0.006834033,0.001122706,0.001198837,0.001073634,0.001113358,0.1126361],"study_design_scores_gemma":[0.00000490312,0.000216812,0.9795381,0.0002894572,0.00009001158,0.0001720401,0.01105505,0.00361034,0.0006898161,0.0007165694,0.003588873,0.00002791837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884779,0.001137173,0.005134225,0.00026163,0.00002285609,0.000121653,0.0007403906,0.00002893152,0.004075181],"genre_scores_gemma":[0.9971907,0.0003880228,0.001381235,0.00001920289,0.00001832714,0.0001064052,0.0005426552,0.000006668105,0.0003468912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007180535,"threshold_uncertainty_score":0.03797477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411656785","doi":"10.51847/dl1u6jjmei","title":"10.51847/dL1U6JjMeI","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"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); Production line; Business; Industrial production; Industrial organization; Line (geometry); Manufacturing engineering; Industrial zone; Engineering; Economics; Marketing; Civil engineering; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006893233804294502,"gpt":0.1654430103024756,"spread":0.1585497764981811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006587426,0.0008075871,0.0005462171,0.002241144,0.001038063,0.003307776,0.0009725342,0.002216322,0.9335397],"category_scores_gemma":[0.001210936,0.0003459634,0.0003809053,0.002166084,0.0005149367,0.002067526,0.001678258,0.0009058235,0.9196357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009901758,"about_ca_system_score_gemma":0.0006105487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006276445,"about_ca_topic_score_gemma":0.005100774,"domain_scores_codex":[0.9995964,0.0000374432,0.00003694406,0.00009300446,0.000161293,0.00007490029],"domain_scores_gemma":[0.9991452,0.0001795868,0.00004537977,0.0001495924,0.0003203603,0.0001599244],"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":[0.0002371258,0.0002965165,0.001697419,0.0003463806,0.00001553244,0.0001417326,0.0001548754,0.000308771,0.003358768,0.007335409,0.2239196,0.7621878],"study_design_scores_gemma":[0.00004320297,0.00006046607,0.002471293,0.0001542847,0.00001289487,0.0002052627,0.0001467227,0.0006843393,0.001312965,0.001002908,0.993888,0.00001784531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002750785,0.0005542964,0.002646192,0.0008307645,0.0005524729,0.0001106327,0.001626063,0.001876284,0.9890525],"genre_scores_gemma":[0.0062564,0.0003078643,0.001777213,0.0002597526,0.00008500848,0.00007271853,0.001358471,0.0002582555,0.9896242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06646025,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W31033426","doi":"10.1177/1757975918816705","title":"Формирование команды управления реализацией проекта на основе компетентностного подхода","year":2010,"lang":"en","type":"article","venue":"Управление проектами и развитие производства","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Competence (human resources); Knowledge management; Computer science; Psychology; Social psychology","authors":[{"name":"О.В. Россошанская","is_ca":false},{"name":"О.В. Бирюков","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00753515744763924,"gpt":0.1916841912026817,"spread":0.1841490337550425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008860569,0.0001734108,0.000136249,0.001454172,0.001555074,0.00249348,0.000252295,0.0004014793,0.008527397],"category_scores_gemma":[0.001743868,0.0002509206,0.0001799221,0.001747307,0.001850321,0.000927067,0.0006378563,0.0005834642,0.002238434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002583875,"about_ca_system_score_gemma":0.004481866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05073284,"about_ca_topic_score_gemma":0.09480772,"domain_scores_codex":[0.9990795,0.000106957,0.00003857002,0.00007884239,0.0005638769,0.0001321537],"domain_scores_gemma":[0.9992138,0.0002188686,0.0001291931,0.0000813704,0.0002587293,0.00009800048],"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":[0.0001546189,0.0001010409,0.02395804,0.0003577459,0.00003094292,0.00160237,0.01823934,0.0007799566,0.01906641,0.2694618,0.01168995,0.6545577],"study_design_scores_gemma":[0.00003868151,0.000138731,0.08135822,0.0003035418,0.0000752428,0.002326967,0.009666114,0.0009294972,0.01072285,0.06280478,0.8315272,0.0001081025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3602951,0.01632421,0.03535517,0.007050136,0.0004990277,0.0001812776,0.0009235572,0.0003798596,0.5789917],"genre_scores_gemma":[0.9240534,0.005363126,0.01959249,0.0001685953,0.00008550791,0.00007716072,0.0002141545,0.00005051312,0.05039509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05073284,"threshold_uncertainty_score":0.1008751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386765834","doi":"10.32620/reks.2017.3.06","title":"МЕТОД НАВЧАННЯ БЕЗ ВЧИТЕЛЯ ІЄРАРХІЧНОГО ЕКСТРАКТОРА ВІЗУАЛЬНИХ ОЗНАК НА ОСНОВІ МОДИФІКАЦІЇ НЕЙРОННОГО ГАЗУ","year":2019,"lang":"en","type":"article","venue":"RADIOELECTRONIC AND COMPUTER SYSTEMS","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute for Catastrophic Loss Reduction","keywords":"Computer science; Pattern recognition (psychology); Artificial intelligence; Feature (linguistics); Coding (social sciences); Binary number; Artificial neural network; Binary code; Partition (number theory); Machine learning; Mathematics","authors":[{"name":"Viacheslav Moskalenko","is_ca":false},{"name":"Alona Moskalenko","is_ca":false},{"name":"Artem Korobov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004295954374604241,"gpt":0.1622266809164084,"spread":0.1579307265418041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007264097,0.0005556467,0.0004740992,0.001691196,0.0009045355,0.002434132,0.0005795139,0.0007756337,0.03464415],"category_scores_gemma":[0.002311424,0.0006008499,0.0004694596,0.001796046,0.001249444,0.00163187,0.001335767,0.001524467,0.01412681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008957778,"about_ca_system_score_gemma":0.001741737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578862,"about_ca_topic_score_gemma":0.002800134,"domain_scores_codex":[0.9992794,0.00009991782,0.0000478428,0.000142313,0.0003584948,0.00007204845],"domain_scores_gemma":[0.9993799,0.0001463504,0.00006851672,0.0001657595,0.0001892773,0.00005014435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002829445,0.0001138337,0.001221358,0.0005405005,0.00004356825,0.0009799188,0.0006455943,0.00692201,0.04612642,0.348805,0.01692555,0.5773932],"study_design_scores_gemma":[0.00005573677,0.0001977835,0.003867329,0.0003345628,0.00008172572,0.001899346,0.0006216727,0.01381851,0.04006112,0.1444209,0.7944643,0.0001770456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04351039,0.01419497,0.5526274,0.002246996,0.002992385,0.0003457601,0.001642612,0.001862205,0.3805772],"genre_scores_gemma":[0.4483199,0.01863152,0.3869754,0.0005316791,0.0008553189,0.0006860768,0.001538777,0.001172655,0.1412886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03464415,"threshold_uncertainty_score":0.1158962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7100778410","doi":"","title":"Click here to enter text.","year":2009,"lang":"en","type":"article","venue":"","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Champion; Agency (philosophy); Government (linguistics); Negotiation; International development; Capacity building; Sustainable development","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0121352730229498,"gpt":0.222540668154273,"spread":0.2104053951313233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001031553,0.001420492,0.00145385,0.002846933,0.001170544,0.005077274,0.002049494,0.002168801,0.9641922],"category_scores_gemma":[0.01259641,0.0006663542,0.001120782,0.002458324,0.0003446514,0.005381701,0.002510702,0.001663371,0.9428373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231257,"about_ca_system_score_gemma":0.001650323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004075561,"about_ca_topic_score_gemma":0.003786812,"domain_scores_codex":[0.9993302,0.0000692172,0.00008045702,0.0001065822,0.0003008092,0.0001128631],"domain_scores_gemma":[0.9934798,0.001293245,0.0002246193,0.0005816282,0.003233578,0.001187096],"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":[0.00002937246,0.00001705877,0.00007777975,0.0001283474,0.000001637399,0.00002326724,0.00001387249,0.00001322681,0.00009557615,0.0002988292,0.9832602,0.01604076],"study_design_scores_gemma":[0.00004228755,0.00002040243,0.0004950949,0.0001008718,0.000003419181,0.00004600149,0.00005056271,0.00005152693,0.0002554949,0.0008035194,0.9981151,0.00001583513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007797352,0.0005775794,0.003038023,0.005505066,0.0110015,0.001215305,0.1884681,0.02912034,0.7602943],"genre_scores_gemma":[0.002849072,0.0005479734,0.002143484,0.00211031,0.0009392631,0.0005077548,0.05010512,0.009050707,0.9317464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03580779,"threshold_uncertainty_score":0.05107546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}