{"meta":{"query_hash":"bbe06013393f","filters":{"venue":"THEORETICAL AND APPLIED ISSUES OF ECONOMICS"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bbe06013393f","api":"https://metacan.xera.ac/api/v1/cohort?venue=THEORETICAL+AND+APPLIED+ISSUES+OF+ECONOMICS"},"results":[{"id":"W4312698050","doi":"10.17721/tppe.2022.44.16","title":"DIGITAL TRANSFORMATION OF THE TRANSPORT SYSTEM IN THE REGIONS OF UKRAINE UNDER THE CONDITIONS OF MARTIAL LAW","year":2022,"lang":"en","type":"article","venue":"THEORETICAL AND APPLIED ISSUES OF ECONOMICS","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Process (computing); Computer science; Work (physics); Dialectic; Transformation (genetics); The Internet; Transformation processes; Process management; Business; Engineering; Political science; World Wide Web; Mechanical engineering; Law","score_opus":0.006404693993141692,"score_gpt":0.1779984495579012,"score_spread":0.1715937555647595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312698050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619992,0.00000898331,0.000062963445,0.0012019094,0.000022122964,0.0002061136,0.00009037935,0.0000015664114,0.03640676],"genre_scores_gemma":[0.99985427,0.000013662301,0.000017535713,0.0000653198,0.0000049537207,0.000019868283,0.000009746439,0.0000032196774,0.000011454845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99946856,0.000016116963,0.0003273202,0.00007066911,0.000048248377,0.00006906591],"domain_scores_gemma":[0.9996845,0.000060486793,0.000106262014,0.00013548264,0.0000025854247,0.000010663295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028275073,0.000053183674,0.00014621072,0.0000091841775,0.000069935115,0.0000037231644,0.00020483905,0.000017247783,0.00025204927],"category_scores_gemma":[8.8800294e-7,0.000030187079,0.00004034199,0.000053290725,0.001025026,0.000044295753,0.00005314358,0.00005196845,0.0000010098281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032859996,0.00004823517,0.00023446682,0.000018676197,0.000008003777,2.6516819e-8,0.0016095882,0.0072786137,0.00013391548,0.9904121,0.000011292859,0.00021219352],"study_design_scores_gemma":[0.0031416665,0.00027723028,0.100852676,0.00009692605,0.00019081376,0.00003385441,0.06572893,0.0096112415,0.020821456,0.78770065,0.010977231,0.0005673385],"about_ca_topic_score_codex":0.000056246223,"about_ca_topic_score_gemma":0.0000299018,"teacher_disagreement_score":0.2027115,"about_ca_system_score_codex":0.000022411998,"about_ca_system_score_gemma":0.0000072562166,"threshold_uncertainty_score":0.3776751},"labels":[],"label_agreement":null},{"id":"W4410303007","doi":"10.17721/tppe.2025.50.8","title":"DIGITAL BUSINESS TRANSFORMATION MANAGEMENT IN THE CONTEXT OF ARTIFICIAL INTELLIGENCE IMPLEMENTATION","year":2025,"lang":"en","type":"article","venue":"THEORETICAL AND APPLIED ISSUES OF ECONOMICS","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Transformation (genetics); Context (archaeology); Business management; Business intelligence; Computer science; Process management; Knowledge management; Business; Business administration; World Wide Web; History","score_opus":0.012461224813014454,"score_gpt":0.23648552007028226,"score_spread":0.2240242952572678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410303007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92395717,0.000032067688,0.0027942625,0.0017772662,0.00002303396,0.0002855001,0.0000046480127,0.00001030378,0.07111575],"genre_scores_gemma":[0.99962115,0.00006509901,0.000057245183,0.00018848662,0.000025478,0.000016664646,0.000016883372,0.0000024902772,0.0000064989763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99933964,0.0000026326832,0.00043455668,0.000112382026,0.000024853785,0.00008593798],"domain_scores_gemma":[0.9997281,0.00003750421,0.00011410283,0.000097285105,0.00002027704,0.0000027271708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025784137,0.000074180076,0.0001945353,0.00012534003,0.0000296972,0.000070813025,0.00015490547,0.000037146772,0.00006412793],"category_scores_gemma":[0.0000057373204,0.00005374036,0.000031581138,0.00019596056,0.00022112738,0.00016793648,0.000053339427,0.000036819558,0.0000073480073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026589847,0.000030303412,0.00023682835,0.00007182162,0.000017964152,6.136191e-8,0.00005857312,0.000036508623,0.000008340602,0.8000206,0.000006690079,0.19948575],"study_design_scores_gemma":[0.00015228157,0.000006001684,0.0011646994,0.000019129317,0.000045262714,1.0448769e-7,0.0139949005,0.0028633608,0.0006865939,0.9794124,0.0015746681,0.00008064954],"about_ca_topic_score_codex":0.000050668124,"about_ca_topic_score_gemma":0.000035137284,"teacher_disagreement_score":0.1994051,"about_ca_system_score_codex":0.000007847793,"about_ca_system_score_gemma":0.0000021692115,"threshold_uncertainty_score":0.21914683},"labels":[],"label_agreement":null}]}