{"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"},"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001813272,0.0001651294,0.0004304257,0.002088003,0.0001031636,0.0001887692,0.00056281,0.00002291743,0.00006087683],"category_scores_gemma":[0.00008299387,0.0001445904,0.00009403513,0.00393199,0.0002758761,0.001729387,0.00040261,0.0000388559,0.000007679344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002412084,"about_ca_system_score_gemma":0.00001105699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009247358,"about_ca_topic_score_gemma":0.00001109859,"domain_scores_codex":[0.9982522,0.0000132322,0.0005542833,0.0003741104,0.0005135644,0.0002926851],"domain_scores_gemma":[0.9986553,0.00009164938,0.0006682973,0.0003533061,0.0002186232,0.000012872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005684854,0.00009833704,0.958474,0.007724103,0.0006008197,0.000001190517,0.0005578104,0.001888057,0.004527597,0.0203627,0.0004879206,0.005220657],"study_design_scores_gemma":[0.001473948,0.00004042043,0.9403511,0.0002184677,0.0009869161,4.4372e-7,0.002045659,0.01733255,0.0005089068,0.0002303091,0.03637687,0.0004344564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8390408,0.00001801715,0.1302776,0.001455192,0.0003874105,0.001248497,0.000004895685,0.0000499988,0.02751761],"genre_scores_gemma":[0.9856127,0.00001498851,0.01230794,0.001788693,0.00005089028,0.00005985723,0.00001605803,0.000009441665,0.0001394469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1465719,"threshold_uncertainty_score":0.5896227,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001941389,0.0002798017,0.0004764569,0.0005464682,0.000514845,0.0003553991,0.0004394196,0.0000717321,0.00003373493],"category_scores_gemma":[0.0001213059,0.0002119379,0.0002944022,0.0006639388,0.00006463848,0.001293202,0.0006163484,0.0003684298,0.00001358175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005601158,"about_ca_system_score_gemma":0.00002271741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752293,"about_ca_topic_score_gemma":0.00003967015,"domain_scores_codex":[0.9973819,0.00005910318,0.001254917,0.0002448569,0.000724272,0.0003349682],"domain_scores_gemma":[0.9973938,0.0000393747,0.001693434,0.0003990979,0.0004432847,0.00003103111],"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":[0.0003076773,0.0002512807,0.02284581,0.0009398367,0.0004477304,0.0001031448,0.0007837546,0.739924,0.000005244417,0.04963877,0.005385255,0.1793675],"study_design_scores_gemma":[0.001941655,0.00002212075,0.004272288,0.0003672965,0.001374459,0.000008600241,0.003427136,0.9053389,0.000007195385,0.008943449,0.07397555,0.0003212833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2128402,0.001077727,0.7653209,0.00008787215,0.001118509,0.0005668356,0.00002263942,0.00002764256,0.01893765],"genre_scores_gemma":[0.9848605,0.00769288,0.005929211,0.0003599261,0.0008916201,0.00001128893,0.00000714845,0.00002881379,0.0002185711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7720203,"threshold_uncertainty_score":0.8642576,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173967,0.0001139915,0.000132822,0.0004034541,0.0001090582,0.0001024337,0.0001935172,0.00003162011,0.00002228529],"category_scores_gemma":[0.00009839248,0.00008538162,0.00004818795,0.0009454476,0.00003847304,0.001356408,0.00009092464,0.0000622842,0.00005753246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379134,"about_ca_system_score_gemma":0.00002744785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004493279,"about_ca_topic_score_gemma":0.00007433108,"domain_scores_codex":[0.9988166,0.00001996908,0.0005244068,0.0001535,0.0002776478,0.0002078665],"domain_scores_gemma":[0.9994231,0.00001908686,0.0001344408,0.0002277677,0.0001918615,0.000003674945],"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":[0.0004246409,0.0006859027,0.05612838,0.04187659,0.000145691,0.00001418449,0.02687602,0.6757368,0.00003596708,0.1480553,0.001773432,0.04824707],"study_design_scores_gemma":[0.001038188,0.00001003499,0.0134141,0.00007462943,0.00003038331,1.40643e-7,0.04354256,0.9194543,0.00002253869,0.003523789,0.01869386,0.0001955054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738635,0.00004595512,0.09087148,0.003342694,0.000204235,0.005249134,0.000003891964,0.0003070347,0.02611209],"genre_scores_gemma":[0.999306,0.00003151032,0.00002642668,0.0001128229,0.00003357016,0.0002468807,0.00005225491,0.000007816041,0.0001827532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2437175,"threshold_uncertainty_score":0.3481761,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002394593,0.0002444188,0.000421516,0.001515393,0.0000770689,0.0001123456,0.001061422,0.0001885784,0.000004166191],"category_scores_gemma":[0.0001612983,0.0002151671,0.00003332871,0.0001538621,0.00009437537,0.0002921406,0.002012951,0.0002436083,0.00002799689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003885608,"about_ca_system_score_gemma":0.000009575627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008841041,"about_ca_topic_score_gemma":0.0004147086,"domain_scores_codex":[0.9990537,0.000002334402,0.0004830098,0.0002677286,0.00006686559,0.0001263335],"domain_scores_gemma":[0.9981544,0.0001713436,0.0002605618,0.001385648,0.00002313483,0.000004893798],"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":[0.00006886564,0.00007695123,0.04248745,0.005031074,0.001722761,0.00001619001,0.0003619888,0.01223688,0.00002974156,0.4433666,0.001250557,0.493351],"study_design_scores_gemma":[0.00150006,0.00006885817,0.02026288,0.005372521,0.001489075,0.00000703355,0.0004154257,0.7431753,0.0003395014,0.01676868,0.2076572,0.002943511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4527901,0.06865316,0.06584937,0.02669082,0.004170572,0.01601329,0.003793683,0.02718946,0.3348495],"genre_scores_gemma":[0.9937536,0.003250141,0.001614536,0.0000374572,0.00002369026,0.00003234676,0.0008775808,0.0000362441,0.0003744327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7309384,"threshold_uncertainty_score":0.8774259,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002420921,0.0002447978,0.0002637279,0.0006872925,0.00004307142,0.0002564146,0.0002617121,0.0001559544,0.0009729191],"category_scores_gemma":[0.000005085288,0.0002296399,0.00009390032,0.00008025552,0.00001420554,0.00104361,0.0001069605,0.0001496476,0.007962211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000480963,"about_ca_system_score_gemma":0.000005473879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207987,"about_ca_topic_score_gemma":0.0001447323,"domain_scores_codex":[0.9988145,0.000001044892,0.0005236095,0.0002266922,0.0002717578,0.0001624608],"domain_scores_gemma":[0.9992376,0.000006879714,0.0003707307,0.000310895,0.00006784173,0.000006085278],"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":[0.000007328423,0.000009285289,0.000285964,0.000134191,0.0000110943,0.000002304498,0.000009138535,0.00001388996,9.246125e-7,0.8830634,0.0597441,0.05671836],"study_design_scores_gemma":[0.0002242677,0.000002879317,0.0003023063,0.0001025147,0.00001613856,2.707681e-7,0.00001692781,0.001501792,3.013945e-7,0.01465219,0.9829203,0.0002600727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001647834,0.00004434375,0.001078912,0.0003979944,0.0001766554,0.0005632508,8.946783e-7,0.0001923368,0.9975291],"genre_scores_gemma":[0.0229942,0.00003865706,0.0000463686,0.00528843,0.001248933,0.00002971958,0.0003168511,0.00003903418,0.9699978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9231762,"threshold_uncertainty_score":0.9999403,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002237067,0.00009041106,0.0002547102,0.00009214438,0.0001202056,0.00003687543,0.0001090369,0.00004342479,0.0000194097],"category_scores_gemma":[0.00001100522,0.00006403822,0.00009308573,0.0002429769,0.00006637697,0.0002968272,0.000003825652,0.00005936922,0.000006475849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005596262,"about_ca_system_score_gemma":0.000007353912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002738906,"about_ca_topic_score_gemma":0.000007072174,"domain_scores_codex":[0.9990749,0.00002278469,0.0004891501,0.00009875689,0.0002358121,0.0000786208],"domain_scores_gemma":[0.999158,0.00003721104,0.0004833635,0.0001147914,0.0001969601,0.000009667549],"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":[0.004025477,0.001673432,0.01154517,0.01522184,0.002808828,0.000002343231,0.01113546,0.004729109,0.1861993,0.5433935,0.1494416,0.06982399],"study_design_scores_gemma":[0.01458826,0.0003961303,0.04500664,0.0008102841,0.001323175,0.000004233654,0.0354988,0.3983258,0.001076853,0.0001641799,0.5019266,0.0008790909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06540018,0.0004400797,0.9022486,0.01150159,0.0004615034,0.001894226,0.0002676819,0.00008555854,0.01770062],"genre_scores_gemma":[0.99931,0.00001051073,0.000003426174,0.0003205763,0.0001025858,0.00002918852,0.000010615,0.000007622564,0.000205437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9339098,"threshold_uncertainty_score":0.2611403,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068305,0.0002688919,0.0002697378,0.001178602,0.0001515096,0.0004134367,0.001305125,0.00009624312,0.0001740296],"category_scores_gemma":[0.00003716251,0.0001997687,0.0002029051,0.0003121662,0.00005009587,0.003560461,0.0004108593,0.0001378305,0.0003275046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727195,"about_ca_system_score_gemma":0.000009591572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000653642,"about_ca_topic_score_gemma":6.317314e-7,"domain_scores_codex":[0.9971493,0.00001365826,0.001096205,0.0002709775,0.001134026,0.0003357892],"domain_scores_gemma":[0.9975855,0.00006328994,0.001311374,0.0002894866,0.0007192318,0.00003116023],"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":[0.001586102,0.0004235101,0.05744499,0.004650663,0.00248655,0.0002224682,0.0001845074,0.001976627,0.0003326572,0.2335585,0.1805601,0.5165734],"study_design_scores_gemma":[0.005847056,0.000089664,0.02303189,0.003854034,0.0002578879,0.00003184965,0.002281055,0.001788885,0.0007241154,0.001280098,0.9601837,0.0006297184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1952798,0.0001227429,0.3821774,0.008496076,0.01318891,0.002296088,0.00001725708,0.000437339,0.3979844],"genre_scores_gemma":[0.9862587,0.0001875829,0.001500155,0.001090998,0.001713573,0.00007347762,0.00001217884,0.00003416291,0.0091291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.790979,"threshold_uncertainty_score":0.8146333,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172961,0.0003122323,0.0002975217,0.000447723,0.0003158755,0.0002685019,0.0004801837,0.0000623337,0.0004054091],"category_scores_gemma":[0.0001478758,0.0002206019,0.00008571378,0.00122584,0.00008412838,0.001284243,0.0001541429,0.0002045656,0.0002616889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009199999,"about_ca_system_score_gemma":0.00001185813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008099315,"about_ca_topic_score_gemma":0.00001912023,"domain_scores_codex":[0.9976031,0.00007368197,0.0007477207,0.0003600651,0.0009058629,0.0003096072],"domain_scores_gemma":[0.9984103,0.0002928924,0.000702802,0.0003922948,0.0001718339,0.00002981987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003477535,0.00006078845,0.7536936,0.0009162819,0.0001270093,0.000003042083,0.001625385,0.00296679,0.000008599362,0.1883492,0.04397288,0.007928668],"study_design_scores_gemma":[0.002402962,0.0002231318,0.8061025,0.0006264476,0.0001993393,3.896906e-7,0.01091182,0.1179027,0.00009357461,0.0009587642,0.05993949,0.0006388992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7390066,0.00002936392,0.03553412,0.02541402,0.000515809,0.004549167,0.00003158059,0.000404114,0.1945152],"genre_scores_gemma":[0.9941607,0.00001409148,0.0002750942,0.003362801,0.0005770443,0.0002023101,0.0005295261,0.00003311602,0.0008453603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255154,"threshold_uncertainty_score":0.8995886,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008254934,0.00009008934,0.0002944438,0.0001502147,0.00005378773,0.00006447373,0.0003400758,0.00002956956,0.000164576],"category_scores_gemma":[0.0001718715,0.00005731179,0.00008170728,0.0004045971,0.00006042486,0.0002267063,0.0002640266,0.00005333849,0.000008997813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002082079,"about_ca_system_score_gemma":0.00003897614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001737426,"about_ca_topic_score_gemma":0.0001132668,"domain_scores_codex":[0.9988663,0.00008770848,0.00049152,0.0001266494,0.0003270826,0.0001007609],"domain_scores_gemma":[0.9990841,0.00008543644,0.0004006902,0.0002479301,0.0001748747,0.000006932404],"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":[0.0004504529,0.001819623,0.209676,0.001220824,0.0007709633,0.00001182705,0.005881722,0.004511208,0.002432946,0.691849,0.06125422,0.02012117],"study_design_scores_gemma":[0.00280523,0.0004189158,0.1844722,0.0003628514,0.0004810674,0.000003323609,0.2342226,0.01456571,0.001420375,0.002471238,0.5581952,0.0005813574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221515,0.0000465394,0.002692638,0.001804858,0.0001827662,0.0003724103,0.000002091201,0.00001855824,0.1727286],"genre_scores_gemma":[0.9988081,0.0000024902,0.0002093035,0.0001559213,0.0001681112,0.0000146593,0.00001005661,0.000003445623,0.0006278913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6893778,"threshold_uncertainty_score":0.2337107,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001352279,0.00007994985,0.00009680577,0.00006544815,0.0001331065,0.00006420859,0.0003705657,0.000007301311,0.00002853566],"category_scores_gemma":[0.0002114603,0.00004889274,0.00006362885,0.000230295,0.00007342889,0.0004786355,0.0002034274,0.00006810363,0.00001046631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001435557,"about_ca_system_score_gemma":0.0000216762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000016281,"about_ca_topic_score_gemma":0.0001731151,"domain_scores_codex":[0.999129,0.000003310631,0.0004280707,0.00009235357,0.0002695238,0.0000777252],"domain_scores_gemma":[0.9991465,0.00008604998,0.0005228054,0.0001099203,0.0001268316,0.000007944374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001503924,0.0002434303,0.7311334,0.0009713872,0.0009374619,1.086689e-7,0.01585456,0.01219054,0.0001910066,0.05781439,0.07258699,0.1079263],"study_design_scores_gemma":[0.0007808067,0.00002035306,0.5791029,0.0001240557,0.00006421917,1.892543e-7,0.0005754326,0.04417484,0.00007120723,0.001130928,0.3737989,0.0001561842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8710285,0.0002584332,0.0734304,0.02881448,0.0009048213,0.003153048,0.0001016421,0.00006951681,0.02223916],"genre_scores_gemma":[0.9990753,0.00001076886,0.0003261127,0.0002985157,0.00009125013,0.00005967883,0.00002770307,0.000006718949,0.0001039714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3012119,"threshold_uncertainty_score":0.1993788,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968992,0.0001017181,0.0002966892,0.0005273981,0.00001357727,0.00003189393,0.0002517649,0.00003836833,0.000007081625],"category_scores_gemma":[0.0008444586,0.00008389733,0.00007318304,0.000514264,0.00001876123,0.0006911231,0.00004881857,0.0001135277,1.92198e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002911977,"about_ca_system_score_gemma":0.00003889982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003150279,"about_ca_topic_score_gemma":0.000004976572,"domain_scores_codex":[0.9980075,0.00002656754,0.0009664814,0.00007334684,0.0008446414,0.00008140049],"domain_scores_gemma":[0.9976403,0.0001455306,0.0006393415,0.00007666591,0.001488554,0.000009596318],"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":[0.001128966,0.001430166,0.009981246,0.01242464,0.0005652598,0.000008383443,0.05248143,0.8325707,0.008604973,0.06988622,0.00004536444,0.01087259],"study_design_scores_gemma":[0.006920771,0.0001644806,0.06156898,0.007715744,0.0003737125,0.00007094971,0.02207991,0.8514185,0.04457672,0.0006999449,0.00382711,0.0005832127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453668,0.0002813901,0.05136885,0.0002123216,0.000288088,0.0002235115,0.00001099612,0.000005376855,0.00224266],"genre_scores_gemma":[0.9995293,0.00008562849,0.000241341,0.00003534155,0.00008881038,0.000003188404,0.00001061584,0.000005303845,4.435293e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06918628,"threshold_uncertainty_score":0.3421234,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001880252,0.0001145764,0.0003383277,0.0001426981,0.00006896468,0.00009234474,0.0004687146,0.00003876356,0.00002320634],"category_scores_gemma":[0.00006488906,0.00006528931,0.0001423548,0.0004272014,0.00006478535,0.0006290267,0.0001783428,0.0001081744,0.0000129971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566195,"about_ca_system_score_gemma":0.00002788292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000858781,"about_ca_topic_score_gemma":0.0000565374,"domain_scores_codex":[0.9983478,0.00003263963,0.001244064,0.00008182713,0.000175702,0.0001179798],"domain_scores_gemma":[0.9971296,0.00001752192,0.002435691,0.0002591248,0.0001512103,0.000006830007],"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":[0.0001777265,0.0004536548,0.2420527,0.002417918,0.0003311542,0.000003442679,0.0003295123,0.01966951,0.00003368923,0.2431982,0.02717186,0.4641606],"study_design_scores_gemma":[0.003211,0.0002335655,0.2680392,0.002556213,0.0003934314,0.000009168562,0.001283979,0.09067515,0.0001438597,0.001576807,0.6313975,0.0004801365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579309,0.0003656883,0.002854401,0.0008418148,0.001584445,0.0009859947,0.000004088132,0.000005805174,0.03542691],"genre_scores_gemma":[0.9984134,0.0003471903,0.0003330819,0.0005508485,0.0003016399,0.000004485912,0.00000133678,0.00000470539,0.00004327438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6042256,"threshold_uncertainty_score":0.2662421,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.001170005,0.0002077002,0.0003472669,0.01891517,0.0001889594,0.0007907645,0.0001694291,0.00008515385,0.00003198697],"category_scores_gemma":[0.00005978452,0.0001928771,0.0001314701,0.03055822,0.00001657378,0.0008913515,0.0001328238,0.0001080295,0.00007972772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002173305,"about_ca_system_score_gemma":0.000004344275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002928009,"about_ca_topic_score_gemma":1.06039e-7,"domain_scores_codex":[0.9984318,0.000003572481,0.0005223778,0.0002648551,0.0003650658,0.0004123052],"domain_scores_gemma":[0.9993833,0.00012349,0.0001125075,0.0001739683,0.0001744578,0.00003226466],"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":[0.000001944385,0.00002481373,0.00006220867,0.001528913,0.0001481223,3.891382e-7,0.0001079912,0.9838303,0.000006556114,0.01270061,0.0003026783,0.001285472],"study_design_scores_gemma":[0.0004293947,0.00001099714,0.00001521658,0.0001353362,0.0001790606,3.334239e-7,0.00005418092,0.9940285,0.000004037605,0.003097739,0.001812684,0.0002325234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004869028,0.00008216863,0.9924691,0.00009757176,0.0002494387,0.0006375188,0.000003648552,0.0006010201,0.0009904751],"genre_scores_gemma":[0.8591779,0.0003218908,0.1366878,0.0001456321,0.001318678,0.0007699622,0.0004788481,0.0001821983,0.0009171419],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8557813,"threshold_uncertainty_score":0.9922046,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003165773,0.0002587112,0.0007620341,0.0004552144,0.0001026166,0.0001715058,0.0006438094,0.0001349291,0.0002755439],"category_scores_gemma":[0.0004705295,0.0001564427,0.0002881161,0.0007260676,0.00004275001,0.0002764116,0.0009835891,0.0001973856,0.00003016346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002474042,"about_ca_system_score_gemma":0.00004349452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225708,"about_ca_topic_score_gemma":0.0002049547,"domain_scores_codex":[0.9970446,0.0001142032,0.001151665,0.0003139688,0.001173733,0.0002018226],"domain_scores_gemma":[0.9976387,0.00008904153,0.001116355,0.0007097461,0.0004348285,0.00001131688],"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":[0.00009789505,0.0007885311,0.004829964,0.001982543,0.0007910259,0.00001730991,0.000859995,0.002233859,0.00001921614,0.008092774,0.9738064,0.006480447],"study_design_scores_gemma":[0.0004042621,0.00005918855,0.005085464,0.0001700457,0.0004010846,0.000004393004,0.0242621,0.0006654451,0.00000500713,0.00004257278,0.9686299,0.0002705603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02865375,0.0001447125,0.01044988,0.001519876,0.001106829,0.002043744,0.000005897476,0.00008207222,0.9559932],"genre_scores_gemma":[0.9522602,0.00002053658,0.0006340428,0.0006265856,0.002590685,0.0001388922,0.0002193483,0.00004056241,0.04346917],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9236065,"threshold_uncertainty_score":0.6379547,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001233432,0.00004835319,0.0001636626,0.00002709365,0.00007424712,0.00001741578,0.0002466579,0.00002406682,0.00002059275],"category_scores_gemma":[0.00001138189,0.00003910904,0.00003062538,0.00007665482,0.0002519038,0.0004125908,0.0001291476,0.00003328102,1.197743e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006874798,"about_ca_system_score_gemma":0.00002210745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2632318,"about_ca_topic_score_gemma":0.1294198,"domain_scores_codex":[0.9996012,0.000004509675,0.0001781704,0.0000872137,0.00007142549,0.00005742302],"domain_scores_gemma":[0.9996026,0.00004066644,0.0002720136,0.00006105797,0.00001249274,0.00001123452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001939723,0.00009818585,0.9196391,0.0004798138,0.0001288128,0.000001884973,0.001639086,0.0003094017,0.004178722,0.0282796,0.03140771,0.01364373],"study_design_scores_gemma":[0.0005834561,0.00004744078,0.9626749,0.00006410412,0.00004670317,3.039176e-7,0.004020664,0.007058926,0.0007026399,0.0003610396,0.02429992,0.0001398934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926818,0.00006510119,0.00002729244,0.004750778,0.00002048253,0.00007072865,0.00001466205,0.00000526987,0.002363861],"genre_scores_gemma":[0.9994165,0.0001048754,0.0001022848,0.0003522713,0.00001632757,5.791782e-8,0.000002373347,9.757756e-7,0.000004380583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133812,"threshold_uncertainty_score":0.886466,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001206785,0.0002073915,0.0003115366,0.001769605,0.0002957662,0.0006431197,0.0006539564,0.00005774275,0.000007840485],"category_scores_gemma":[0.0001116464,0.0001501258,0.0002263922,0.00159426,0.00007604035,0.003426011,0.0003741321,0.0002549574,0.000009534346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921902,"about_ca_system_score_gemma":0.0002298667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009132259,"about_ca_topic_score_gemma":0.00001393503,"domain_scores_codex":[0.9978707,0.00006427985,0.001024939,0.0001862663,0.0006504301,0.0002033131],"domain_scores_gemma":[0.9970888,0.00001806315,0.00170016,0.000303651,0.0008817778,0.000007581046],"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":[0.0001243341,0.0003775779,0.02360095,0.003067228,0.0006444159,0.000004705121,0.000745775,0.1085163,0.00003087836,0.8069305,0.0541118,0.001845574],"study_design_scores_gemma":[0.003918023,0.00009433672,0.02109625,0.006690769,0.002085214,0.00001427549,0.1043385,0.2378224,0.0002224837,0.003462576,0.6192753,0.0009798588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1650417,0.0003638846,0.03778817,0.0007988683,0.003693494,0.003162795,0.000001718373,0.00008523764,0.7890641],"genre_scores_gemma":[0.9867323,0.00005761995,0.0001892245,0.0002774073,0.0003328829,0.00008644615,0.000006984402,0.0000143581,0.01230278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8216906,"threshold_uncertainty_score":0.6201618,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085771,0.000103486,0.0002278859,0.0004621421,0.00005278015,0.000117677,0.0002890802,0.00002682414,0.001155316],"category_scores_gemma":[0.00003458324,0.0001019495,0.00003922018,0.001209261,0.00004262868,0.001400909,0.0001381643,0.00008756547,0.0002392658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210226,"about_ca_system_score_gemma":0.00007150695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003252851,"about_ca_topic_score_gemma":0.0003267081,"domain_scores_codex":[0.9984969,0.00002317866,0.0007186078,0.0001411347,0.000355696,0.000264415],"domain_scores_gemma":[0.9994373,0.00003387213,0.0002017039,0.0001243576,0.0001787338,0.0000240438],"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":[0.0006739929,0.0002901219,0.7539952,0.006635577,0.0002002387,0.000007172032,0.003190367,0.0003070234,0.00004306726,0.1566693,0.04889534,0.02909257],"study_design_scores_gemma":[0.001022008,0.00002054749,0.04437995,0.0001954823,0.000003991379,1.279934e-7,0.001319594,0.004759623,0.0001934035,0.000520236,0.9474316,0.0001533828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3052208,0.0000516972,0.0002295054,0.002607533,0.00008119955,0.000862821,0.00001331554,0.00003231498,0.6909008],"genre_scores_gemma":[0.9988505,0.000008447644,0.00006420528,0.000580303,0.00009997626,0.00005128954,0.00002824358,0.00000708012,0.0003099782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8985363,"threshold_uncertainty_score":0.9997578,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004297787,0.00007975765,0.0002492159,0.0006327688,0.00009207179,0.0001324802,0.0005091904,0.00001695248,0.00001793038],"category_scores_gemma":[0.00004646588,0.00005468371,0.00004942936,0.0006369039,0.00006584225,0.001605783,0.0003192975,0.00009767363,0.00004686299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021519,"about_ca_system_score_gemma":0.00004486442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003214377,"about_ca_topic_score_gemma":0.0009760197,"domain_scores_codex":[0.9987242,0.0000314092,0.0007532319,0.0001112917,0.000169873,0.0002099881],"domain_scores_gemma":[0.9982248,0.0004869282,0.0004805779,0.0003938581,0.0004069257,0.000006914686],"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":[0.0004002558,0.00005403228,0.02575731,0.006757759,0.0001070324,1.064895e-7,0.002315187,0.02632968,0.00008724852,0.9277063,0.009509198,0.0009758626],"study_design_scores_gemma":[0.0005726545,0.00001175866,0.0004433468,0.0002839327,0.000004712926,5.533944e-8,0.006534756,0.971799,0.0002585957,0.0008075386,0.0192193,0.00006434865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8465345,0.00006825981,0.008677957,0.001608974,0.0002563489,0.005433647,0.00006275989,0.00002406466,0.1373335],"genre_scores_gemma":[0.9993603,0.000003392973,0.00004513954,0.00003378671,0.00005299828,0.000187432,0.00002404919,0.000007449427,0.0002855054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9454693,"threshold_uncertainty_score":0.2229937,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267691,0.0001305744,0.0003111757,0.0001678575,0.0001291496,0.00004301545,0.000340599,0.00002371624,0.00004524642],"category_scores_gemma":[0.0001402063,0.00009106634,0.00009251299,0.0002166242,0.0002257748,0.0003162145,0.0007009582,0.00003340883,0.00003213186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009492807,"about_ca_system_score_gemma":0.00004106776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004112918,"about_ca_topic_score_gemma":0.00006437973,"domain_scores_codex":[0.999032,0.00000713317,0.0005765088,0.0001407675,0.0001078022,0.0001358225],"domain_scores_gemma":[0.9988831,0.00009892856,0.0005807717,0.0002520189,0.0001821769,0.000003041055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002079178,0.00007178607,0.8571339,0.00445101,0.0003621058,1.869506e-7,0.000242466,0.002652279,0.00002310653,0.09219867,0.04267308,0.0001706755],"study_design_scores_gemma":[0.00600997,0.0001258209,0.5578728,0.003881711,0.001360742,0.000001069861,0.04724197,0.06979205,0.004709921,0.02014283,0.2873917,0.001469412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4130668,0.0004953899,0.001931645,0.0002953683,0.0008267541,0.0006112331,0.00001361914,0.00004152611,0.5827177],"genre_scores_gemma":[0.9978564,0.000149202,0.00003054468,0.0003048954,0.00008941063,0.00002308376,0.000004367498,0.00000587044,0.001536263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5847896,"threshold_uncertainty_score":0.3713578,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005031037,0.000144069,0.0001444664,0.001096643,0.00007248826,0.001314185,0.0001727518,0.00003520361,0.00009751752],"category_scores_gemma":[0.00002533271,0.0001190777,0.00005566019,0.0005938348,0.00003490666,0.002775269,0.00003806069,0.0001205943,0.00004336904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048979,"about_ca_system_score_gemma":0.00005348202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001945552,"about_ca_topic_score_gemma":0.00002335832,"domain_scores_codex":[0.9987101,0.00001478975,0.0005737444,0.0001572143,0.0004367388,0.0001074055],"domain_scores_gemma":[0.999044,0.00001678691,0.0003011192,0.00007013481,0.0005560107,0.00001197395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001204357,0.0008275147,0.04421765,0.001161899,0.0005284668,0.001085996,0.0005178325,0.1372474,0.001276228,0.7917281,0.0006232226,0.01958128],"study_design_scores_gemma":[0.004114486,0.0004338471,0.6007305,0.00897623,0.000288264,0.0008964136,0.004725195,0.3506402,0.0004457009,0.02161454,0.0058359,0.001298696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611793,0.00008272575,0.006362631,0.002737581,0.0029578,0.0002880859,0.00000513566,0.00005004514,0.02633675],"genre_scores_gemma":[0.9985037,0.00005458503,0.0001217541,0.0001467306,0.0009227138,0.000009151469,0.00007294719,0.00001201263,0.000156362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7701136,"threshold_uncertainty_score":0.9997225,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001842235,0.0001287452,0.0001910974,0.0002221343,0.0001246248,0.0000762946,0.000207555,0.00002776669,0.0002134131],"category_scores_gemma":[0.0001350896,0.0001096263,0.00006212902,0.0002881922,0.00003319082,0.0005076962,0.0002558325,0.00009000952,0.0005496428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000024164,"about_ca_system_score_gemma":0.00009994486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000711584,"about_ca_topic_score_gemma":0.000009577024,"domain_scores_codex":[0.9988339,0.000009968418,0.0004745061,0.0001673219,0.0003369566,0.0001773306],"domain_scores_gemma":[0.9993053,0.00006102358,0.0002092987,0.0001413428,0.000272177,0.00001084773],"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":[0.001037791,0.001901226,0.01074902,0.02617352,0.001073126,0.00006753231,0.1065201,0.03334609,0.00895277,0.4852334,0.2743594,0.050586],"study_design_scores_gemma":[0.0009764049,0.0000145605,0.0004718839,0.001381238,0.00005228574,0.000008534156,0.02210658,0.8362545,0.01081096,0.002610172,0.1247143,0.0005985737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4030415,0.00003616805,0.08289042,0.0001305089,0.0009256477,0.0004117868,0.00000660289,0.0001957818,0.5123616],"genre_scores_gemma":[0.9953681,0.000001136801,0.0006480384,0.0003562439,0.000162762,0.00004203507,0.00007445276,0.00001365047,0.003333551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8029084,"threshold_uncertainty_score":0.7064729,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003727384,0.00007811462,0.0001968467,0.000226902,0.0003433828,0.0001531214,0.0003496713,0.00001122292,0.00001744979],"category_scores_gemma":[0.0001644992,0.00004132417,0.00008884907,0.0001624252,0.00004753891,0.000620924,0.0002223966,0.0002117451,3.478565e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002167088,"about_ca_system_score_gemma":0.00001773548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005212346,"about_ca_topic_score_gemma":0.00001910751,"domain_scores_codex":[0.9986967,0.00004468795,0.0005846455,0.00007032994,0.0004660911,0.0001374955],"domain_scores_gemma":[0.9993116,0.0001042111,0.0003521082,0.0001095964,0.0001131823,0.000009282597],"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":[0.0009125591,0.002761444,0.05702349,0.00959939,0.0004572492,0.00002295565,0.1740108,0.1715801,0.006440126,0.4754345,0.06424171,0.03751574],"study_design_scores_gemma":[0.0009197254,0.0001489356,0.0007450384,0.0003076632,0.00007541065,0.00001408009,0.07742575,0.9101643,0.00003272112,0.006519447,0.003515146,0.0001317949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831082,0.0001167495,0.01331325,0.0009589522,0.0000800162,0.0005078344,0.000001733506,0.000003203417,0.001910069],"genre_scores_gemma":[0.9986918,0.000001605134,0.0009784342,0.00009325725,0.00008310375,0.00003338669,0.000002074287,0.0000053889,0.000110943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7385842,"threshold_uncertainty_score":0.2641058,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003483502,0.0000738923,0.0001183772,0.0000848019,0.0002885888,0.0000758783,0.00005956336,0.00002988436,0.00005138026],"category_scores_gemma":[0.00002102183,0.0000525766,0.00001739645,0.0001304164,0.0000759052,0.0003901426,0.00005798046,0.00002939235,0.000007554013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544236,"about_ca_system_score_gemma":0.00004643521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002539279,"about_ca_topic_score_gemma":0.0001427868,"domain_scores_codex":[0.9993317,0.000005943903,0.0003178892,0.000112737,0.00009641929,0.0001353372],"domain_scores_gemma":[0.9994875,0.00002331001,0.0002537316,0.0001047586,0.000115283,0.00001544579],"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":[0.0003745053,0.0001693153,0.09079064,0.005598052,0.00003916921,4.144675e-8,0.001654427,0.000005883542,0.00004342903,0.6133609,0.05744087,0.2305227],"study_design_scores_gemma":[0.0004631199,0.00007075091,0.0300391,0.00007598287,0.00001108331,8.2946e-7,0.0006092506,0.001281378,0.000001692746,0.0008715296,0.9665082,0.00006713329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1200089,0.02760548,0.1587995,0.1815181,0.01010557,0.03022483,0.0000531242,0.0009391732,0.4707453],"genre_scores_gemma":[0.9906079,0.0003583999,0.0001820686,0.006633177,0.0007603818,0.0001067261,0.00005685938,0.00001064601,0.001283824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9090673,"threshold_uncertainty_score":0.2219621,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008481,0.0001430005,0.0001995351,0.0002874971,0.0005169731,0.001024248,0.0003103212,0.00002473154,0.00001666553],"category_scores_gemma":[0.00005981939,0.0001066408,0.0000663927,0.0007134731,0.0001873116,0.002185748,0.0005721791,0.0001079448,0.00001029452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000967084,"about_ca_system_score_gemma":0.00001907862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814589,"about_ca_topic_score_gemma":0.001835838,"domain_scores_codex":[0.9986483,0.00003557221,0.0005977392,0.0001961927,0.0002650821,0.0002570983],"domain_scores_gemma":[0.9992465,0.00007601246,0.0003045411,0.0002567782,0.0001036109,0.00001250548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004328783,0.0001315659,0.8950521,0.0002652487,0.000062545,0.00005963969,0.002763188,0.001437175,0.000007369679,0.09221198,0.0001307159,0.007835228],"study_design_scores_gemma":[0.002138054,0.0002762532,0.8932622,0.0004897575,0.00004925517,0.00007687421,0.07251177,0.02371838,0.0000198731,0.0056836,0.001250767,0.0005231892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671885,0.00009853271,0.0000865307,0.0001111809,0.0001017696,0.0004415952,0.000001396266,0.00002567393,0.03194479],"genre_scores_gemma":[0.9996507,0.0000342132,0.00004994559,0.0001230241,0.00003395305,0.00003307721,0.000006635682,0.000005091039,0.00006338062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08652838,"threshold_uncertainty_score":0.9876846,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006289021,0.00018767,0.0002581695,0.001088945,0.0001609067,0.0002654323,0.0002198576,0.00004660747,0.000003605396],"category_scores_gemma":[0.00003584735,0.0001870898,0.00004001588,0.001282022,0.00001498862,0.005159289,0.0001114651,0.00005078018,0.00002250961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299406,"about_ca_system_score_gemma":0.00003849532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002366613,"about_ca_topic_score_gemma":0.00001557142,"domain_scores_codex":[0.9977651,0.000006738202,0.001487319,0.0001467113,0.0003137057,0.0002804195],"domain_scores_gemma":[0.9985197,0.00002703653,0.0008136421,0.0002026739,0.0004276439,0.000009269635],"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":[0.0003305906,0.0002087059,0.04226362,0.03173486,0.0002161291,4.664556e-7,0.003718262,0.007412327,0.00008694737,0.1375751,0.003487094,0.7729659],"study_design_scores_gemma":[0.002333945,0.00001242689,0.005779693,0.0009079025,0.00001868897,1.375387e-7,0.0386817,0.00139062,0.0003787123,0.00004600549,0.9502403,0.0002098221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3464778,0.0004499194,0.2622626,0.000275604,0.003938226,0.02301848,0.00003425707,0.001196118,0.362347],"genre_scores_gemma":[0.9882075,0.00001181467,0.007823867,0.0001425745,0.00009134971,0.002967005,0.0004418086,0.00001357118,0.0003005395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9467533,"threshold_uncertainty_score":0.7629302,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009457708,0.0001761248,0.0005376451,0.0007397652,0.00004952765,0.00001258241,0.0004512695,0.00006380693,0.000183071],"category_scores_gemma":[0.0004564159,0.0001690908,0.0001707637,0.000617718,0.0002392775,0.0008286093,0.0005230543,0.0002114193,0.000001086737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002521994,"about_ca_system_score_gemma":0.00003893547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001282531,"about_ca_topic_score_gemma":0.000002348334,"domain_scores_codex":[0.99745,0.00002403755,0.001506808,0.0001695888,0.0006768853,0.0001726771],"domain_scores_gemma":[0.9966906,0.000104962,0.002612067,0.000274943,0.0003076994,0.000009690068],"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":[0.0015482,0.003174828,0.1403577,0.01268999,0.0008619618,0.000002098324,0.007862658,0.06790623,0.2186515,0.2958513,0.006851566,0.2442419],"study_design_scores_gemma":[0.0444486,0.007039224,0.02225228,0.01079439,0.001839165,0.00001362276,0.02981446,0.1522956,0.1589719,0.004267478,0.5635719,0.004691403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765989,0.0005491307,0.01141737,0.0001325397,0.0006511917,0.001123927,0.00006549043,0.00009320549,0.009368257],"genre_scores_gemma":[0.9996181,0.00001435386,0.0001288978,0.000008396391,0.0001045493,0.00002132349,0.00007231231,0.00001414171,0.00001795916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5567203,"threshold_uncertainty_score":0.689532,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002663957,0.00007225278,0.0001159835,0.0001775604,0.001483557,0.0003116325,0.001189097,0.0000210066,0.00003283352],"category_scores_gemma":[0.0001172872,0.00005158347,0.00004810857,0.0004533944,0.000396409,0.0006048654,0.0008612869,0.0000720285,0.00008351517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161895,"about_ca_system_score_gemma":0.0001393177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216332,"about_ca_topic_score_gemma":0.00005262848,"domain_scores_codex":[0.9983315,0.00001191032,0.0003358756,0.000179739,0.0008959553,0.000245043],"domain_scores_gemma":[0.9987826,0.00001148176,0.0003738829,0.0004381987,0.0003780136,0.00001576778],"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":[0.00002852273,0.0005033881,0.1272537,0.0007293573,0.00003636714,2.68299e-7,0.01912487,0.000001566775,0.003338549,0.06632569,0.00924208,0.7734156],"study_design_scores_gemma":[0.0001882483,0.00001647328,0.944848,0.00009011557,0.00000557298,2.534735e-8,0.01009498,0.00001984635,0.00222811,0.0001969384,0.04220384,0.0001078346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5583863,4.852e-7,0.00004196739,0.001666741,0.0004585858,0.0004002485,7.119484e-7,0.00001053033,0.4390345],"genre_scores_gemma":[0.9992552,1.167522e-7,0.00004580308,0.0003843971,0.0001674679,0.00002337114,3.741467e-7,0.000003447097,0.0001198442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8175943,"threshold_uncertainty_score":0.9998164,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001937183,0.0003305198,0.0006284937,0.001202643,0.000363174,0.000836812,0.0005127366,0.0001362161,0.00001568524],"category_scores_gemma":[0.0002494619,0.000286044,0.0002133721,0.000717973,0.00003745074,0.001069527,0.000357986,0.000288116,0.00003888864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196785,"about_ca_system_score_gemma":0.00006289544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005027051,"about_ca_topic_score_gemma":2.49862e-7,"domain_scores_codex":[0.9967816,0.00001614248,0.001828159,0.0001795667,0.0008893645,0.0003051964],"domain_scores_gemma":[0.9973178,0.0002271559,0.001571656,0.0002853378,0.0005567645,0.00004129579],"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":[0.000324828,0.0002910949,0.0004218659,0.001771751,0.00006353481,0.00001523175,0.0001809369,0.0007487378,0.000002414741,0.9769052,0.004306996,0.01496745],"study_design_scores_gemma":[0.01987435,0.0007168599,0.0008196688,0.01052042,0.0006123307,0.00002288381,0.003913767,0.5899352,0.0001727895,0.2352649,0.1369831,0.001163679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1802223,0.00006820034,0.5327248,0.0002476491,0.06216121,0.001855342,0.00000294359,0.0002798692,0.2224377],"genre_scores_gemma":[0.9967424,0.000009721003,0.00162996,0.000442515,0.001114532,0.000006212601,0.000007959231,0.00002137621,0.00002536034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8165201,"threshold_uncertainty_score":0.9999592,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143319,0.0001684689,0.0003870187,0.0003233896,0.0000682415,0.000145849,0.0001893325,0.00008444822,0.000108706],"category_scores_gemma":[0.0004097504,0.0001472462,0.00003114865,0.0005537716,0.0001725724,0.001458176,0.0002935102,0.0002265985,0.00001671021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001655313,"about_ca_system_score_gemma":0.00002638878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002935671,"about_ca_topic_score_gemma":0.000001328522,"domain_scores_codex":[0.9980084,0.000020097,0.0010032,0.0001536215,0.0005907376,0.0002239424],"domain_scores_gemma":[0.9991024,0.00006749546,0.0005315904,0.00009967816,0.0001550436,0.00004375247],"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":[0.0002571071,0.00003842796,0.0145994,0.006813778,0.00004467321,0.000004917656,0.001459349,0.00004424813,0.0006986823,0.9678164,0.0003149201,0.007908061],"study_design_scores_gemma":[0.01620291,0.0001473614,0.04667753,0.003746826,0.000347766,0.0001005301,0.02595056,0.8703177,0.003543191,0.001585775,0.02995887,0.001421019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7878461,0.00013038,0.001612541,0.002551481,0.000171032,0.0007682839,0.000004589408,0.0001266411,0.2067889],"genre_scores_gemma":[0.9984494,0.00002178627,0.0001835888,0.001018115,0.0002874672,0.00001136109,0.0000161529,0.00001077891,0.000001287722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9662307,"threshold_uncertainty_score":0.6004525,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001943692,0.0000932141,0.0001964807,0.0005946908,0.00006495367,0.00004435635,0.0001142193,0.00002102505,0.00002235826],"category_scores_gemma":[0.0003522239,0.0000829087,0.000008814701,0.00178417,0.00008039086,0.0005015505,0.0001838508,0.00003831183,2.040086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004157803,"about_ca_system_score_gemma":0.00004275745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112024,"about_ca_topic_score_gemma":0.001236185,"domain_scores_codex":[0.9983127,0.0000286157,0.0009682205,0.0001456884,0.0004664348,0.00007831839],"domain_scores_gemma":[0.9976301,0.00008120185,0.0009875711,0.0001209644,0.001176585,0.000003559027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008330956,0.00005607265,0.3857648,0.005235751,0.0001325854,2.424256e-7,0.0009045152,0.0002992265,0.001925424,0.6035559,0.0003988801,0.001643326],"study_design_scores_gemma":[0.003528754,0.0000441498,0.8597334,0.003516956,0.00008713178,0.000003723702,0.08432277,0.01424917,0.001371993,0.0003686558,0.03230846,0.0004648473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729589,0.00003719693,0.001319402,0.000632757,0.0001410459,0.0005887914,0.00002173099,0.00001084765,0.02428932],"genre_scores_gemma":[0.9992683,0.00004204524,0.0003019443,0.0001121915,0.00002056182,0.00001947669,0.00007111771,0.000006403975,0.0001579499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6031872,"threshold_uncertainty_score":0.9954648,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001104706,0.00006622158,0.0002200638,0.0001088162,0.0005441417,0.0002171755,0.0003900109,0.00001505943,0.000001589007],"category_scores_gemma":[0.0001098197,0.00003106936,0.00004672651,0.00009240549,0.001282184,0.001670021,0.0001495249,0.00006486184,1.172188e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008148742,"about_ca_system_score_gemma":0.00002186149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009420258,"about_ca_topic_score_gemma":0.000009623282,"domain_scores_codex":[0.9988851,0.00001501095,0.0006616398,0.00003474602,0.0003278735,0.00007564879],"domain_scores_gemma":[0.9946027,0.0001121708,0.005129517,0.00004870523,0.00009794399,0.000008913985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000691639,0.00001299533,0.9386697,0.0003130226,0.000130531,2.059121e-8,0.003183116,0.001963279,0.0002687657,0.05242402,0.0007169185,0.002248486],"study_design_scores_gemma":[0.0002329504,0.00004539967,0.9677697,0.0002157207,0.00003817317,0.000004735424,0.00777344,0.02016493,0.0001697784,0.0007809676,0.002752297,0.00005188119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970833,0.00009632397,0.00003584491,0.0008682422,0.00009736342,0.0001121958,0.000005972148,0.000001160533,0.001699567],"genre_scores_gemma":[0.9997849,0.00007094856,0.00002733696,0.00005112793,0.00004786849,5.014126e-7,1.082414e-7,0.000001270738,0.00001590593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05164306,"threshold_uncertainty_score":0.4724261,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003153267,0.0002166199,0.0004621691,0.009127194,0.0002319937,0.0001363233,0.0008870086,0.0001074157,0.000001064092],"category_scores_gemma":[0.00525642,0.000170209,0.00007449253,0.01150995,0.0008089091,0.004219344,0.0003436089,0.0002603333,5.138222e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058964,"about_ca_system_score_gemma":0.0001290752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001816758,"about_ca_topic_score_gemma":0.000001846367,"domain_scores_codex":[0.9975388,0.000003337318,0.0009422195,0.0002394058,0.0009479881,0.0003282499],"domain_scores_gemma":[0.9974856,0.00009631571,0.0005088396,0.0002682414,0.001617861,0.00002316747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001150392,0.0002390911,0.2273668,0.002901087,0.001108789,0.0000763572,0.003364852,0.3103268,0.3538696,0.0105623,0.003037185,0.08703206],"study_design_scores_gemma":[0.001066477,0.0004610111,0.3674039,0.00121663,0.0008190628,0.00006697945,0.04473747,0.5537144,0.0267736,0.0004667633,0.002371578,0.0009021194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907853,0.00249314,0.005150796,0.0006853766,0.0003728395,0.000165743,0.00000303108,0.0003308289,0.00001297344],"genre_scores_gemma":[0.9968351,0.001543184,0.001564537,0.00001463432,0.00002430408,0.000002644217,0.000001844337,0.000009558716,0.000004270023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.327096,"threshold_uncertainty_score":0.81441,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002093963,0.0001355136,0.0001400264,0.0002179218,0.0001125776,0.0003751828,0.0002661568,0.00003260589,0.9905056],"category_scores_gemma":[0.00001542964,0.00012744,0.00006091584,0.0003856728,0.00001251886,0.001286797,0.00008912449,0.00004615547,0.9961878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001601545,"about_ca_system_score_gemma":0.000003225398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004541586,"about_ca_topic_score_gemma":1.902525e-7,"domain_scores_codex":[0.9991227,0.000004370117,0.0002650871,0.0001504002,0.0002264018,0.0002310631],"domain_scores_gemma":[0.9996063,0.000008318882,0.0000691018,0.0002427154,0.00005668763,0.00001691394],"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":[0.00003409789,0.00001993289,0.000005950703,0.00003270931,0.00001306834,0.000001588062,0.000008227047,0.00009399528,0.000003788104,0.00008440221,0.3898663,0.609836],"study_design_scores_gemma":[0.0002309807,0.000008515143,0.0001094611,0.0000237353,0.00001343014,4.91668e-7,0.000005054431,0.0018355,0.000001006533,0.000005604596,0.9975943,0.0001719188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00103669,0.0000101485,0.000006727407,0.00044815,0.00001285512,0.0002601346,0.000001281521,0.0002857634,0.9979383],"genre_scores_gemma":[0.002787555,1.564735e-7,0.00002040188,0.001252056,0.0006843848,0.00002491506,0.00003627079,0.00001905581,0.9951752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6096641,"threshold_uncertainty_score":0.5196851,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00233115,0.001454232,0.001337112,0.001851219,0.001300634,0.002620986,0.002521491,0.0007307904,0.007773638],"category_scores_gemma":[0.000639455,0.001391328,0.000832945,0.002375725,0.0003681851,0.007008717,0.00137863,0.0017657,0.02328667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400145,"about_ca_system_score_gemma":0.0001305228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182989,"about_ca_topic_score_gemma":0.0009557612,"domain_scores_codex":[0.9919297,0.00007435818,0.002417001,0.001489556,0.001962413,0.00212705],"domain_scores_gemma":[0.9946359,0.0002133816,0.001588867,0.002470872,0.0008530822,0.0002379146],"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":[0.0004787703,0.00117614,0.102184,0.001652843,0.0006280946,0.0002218031,0.001119628,0.0001775902,0.009873664,0.2395872,0.5992472,0.04365305],"study_design_scores_gemma":[0.002820074,0.00006050373,0.01834795,0.0001750411,0.0002240462,0.00003864447,0.0009635538,0.005128605,0.0005527622,0.003774817,0.9659583,0.001955698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3445573,0.0001830197,0.002471304,0.004566671,0.01128882,0.002265236,0.00003667264,0.002614581,0.6320164],"genre_scores_gemma":[0.9633505,0.0000497384,0.001083029,0.01012654,0.008517894,0.0003649237,0.0003849496,0.0003174412,0.01580499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6187931,"threshold_uncertainty_score":0.9999995,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008579934,0.0005747238,0.0008013031,0.0005747293,0.0003053515,0.001639984,0.0006987451,0.0001933458,0.0002411046],"category_scores_gemma":[0.000007382495,0.0005182925,0.0002202906,0.0005215643,0.00006050413,0.002459669,0.0003891118,0.0003431607,0.00328551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646811,"about_ca_system_score_gemma":0.00005544719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003584587,"about_ca_topic_score_gemma":0.00002114361,"domain_scores_codex":[0.9965903,0.00005787937,0.0009860173,0.0007172003,0.0006520568,0.0009965312],"domain_scores_gemma":[0.9983729,0.00006566723,0.0006110084,0.0007227212,0.0001628078,0.0000649014],"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":[0.0001971761,0.0002480792,0.04547295,0.003931645,0.0009147616,0.00003738845,0.0006852357,0.001050175,0.0001974023,0.5675867,0.3457615,0.03391698],"study_design_scores_gemma":[0.001971594,0.0001396049,0.001973259,0.0002872327,0.00008267773,0.00005698625,0.000290686,0.1697114,0.00001058961,0.0002383577,0.8244215,0.000816097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5187823,0.01015121,0.1069793,0.001906289,0.02343198,0.006306273,0.00001651451,0.002471663,0.3299545],"genre_scores_gemma":[0.9850112,0.00008372546,0.00007110332,0.00164698,0.005023999,0.00008894093,0.00009872912,0.00007800008,0.007897297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5673484,"threshold_uncertainty_score":0.9997269,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001657752,0.000114758,0.0001137576,0.0002423421,0.00007847115,0.0004655322,0.0002157634,0.00002656867,0.001334439],"category_scores_gemma":[0.00001555855,0.00009319295,0.00005954655,0.0003201179,0.000004946146,0.001552552,0.00008657837,0.00004092451,0.01437648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000134444,"about_ca_system_score_gemma":0.000001729172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004688202,"about_ca_topic_score_gemma":0.00001289105,"domain_scores_codex":[0.9992012,0.00000214787,0.000262953,0.0001347254,0.0001961745,0.0002027608],"domain_scores_gemma":[0.9996416,0.000004106302,0.00007529758,0.0002021836,0.00006372052,0.00001307469],"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":[0.0000288388,0.00006212444,0.01701628,0.00005343252,0.00001530452,0.000003335884,0.00009400296,0.00004366487,0.000100551,0.1381592,0.7978861,0.04653715],"study_design_scores_gemma":[0.0002583847,0.00001149138,0.01186565,0.00002429225,0.000006550853,3.643542e-7,0.0003745203,0.0007945343,0.000017583,0.0004358552,0.9860533,0.0001574204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04049246,0.00000648083,0.004943071,0.005278558,0.0003305039,0.0002910343,2.435501e-7,0.0002771987,0.9483805],"genre_scores_gemma":[0.9343204,9.218239e-7,0.0001443178,0.04797191,0.0007594444,0.000008058805,0.0000106285,0.000007215642,0.01677705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9316034,"threshold_uncertainty_score":0.9995785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}