{"meta":{"query_hash":"c4880ab81486","filters":{"venue":"Актуальні проблеми державного управління"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/c4880ab81486","api":"https://metacan.xera.ac/api/v1/cohort?venue=%D0%90%D0%BA%D1%82%D1%83%D0%B0%D0%BB%D1%8C%D0%BD%D1%96+%D0%BF%D1%80%D0%BE%D0%B1%D0%BB%D0%B5%D0%BC%D0%B8+%D0%B4%D0%B5%D1%80%D0%B6%D0%B0%D0%B2%D0%BD%D0%BE%D0%B3%D0%BE+%D1%83%D0%BF%D1%80%D0%B0%D0%B2%D0%BB%D1%96%D0%BD%D0%BD%D1%8F"},"results":[{"id":"W2997835823","doi":"10.35432/1993-8330appa1772019170491","title":"ВНУТРІШНІЙ АУДИТ ЯК ОСНОВА СИСТЕМИ ВНУТРІШНЬОГО КОНТРОЛЮ КАНАДИ: АДАПТИВНІ АСПЕКТИ ДЛЯ УКРАЇНИ","year":2019,"lang":"uk","type":"article","venue":"Актуальні проблеми державного управління","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","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":"Internal audit; Joint audit; Audit plan; Business; Audit; Public sector; Information technology audit; Chief audit executive; Accounting; Internal control; Operational auditing; Public relations; Process management; Political science","score_opus":0.016862058479456557,"score_gpt":0.1907130427357253,"score_spread":0.17385098425626877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997835823","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3814509,0.034243293,0.0006648734,0.005090828,0.024055429,0.004120853,0.0029871685,0.0009325085,0.54645413],"genre_scores_gemma":[0.84701383,0.00557494,0.0034827164,0.004098216,0.004423498,0.0002974429,0.00063059066,0.0010967156,0.13338207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796176,0.000431479,0.0070737936,0.006370361,0.00075256993,0.005754178],"domain_scores_gemma":[0.9842181,0.001286475,0.004416175,0.0076652574,0.0005287224,0.0018852277],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0044858465,0.0035074737,0.006070101,0.0026465927,0.0010554212,0.0016147544,0.0054145902,0.0028916092,0.048899427],"category_scores_gemma":[0.0012081956,0.0045829383,0.0024938046,0.0025099206,0.0012224771,0.0026409687,0.002452228,0.003566838,0.1584435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018514412,0.0043021566,0.1452962,0.0035511793,0.0051396615,0.0007508553,0.019935025,0.0034990518,0.0011391732,0.67109334,0.12534976,0.018092131],"study_design_scores_gemma":[0.009421194,0.0016031559,0.008508818,0.00070842233,0.00033012108,0.00024865408,0.0011889469,0.011803396,0.0012816646,0.03308949,0.925497,0.006319141],"about_ca_topic_score_codex":0.0020610972,"about_ca_topic_score_gemma":0.00043979145,"teacher_disagreement_score":0.80014724,"about_ca_system_score_codex":0.0028743653,"about_ca_system_score_gemma":0.0009810866,"threshold_uncertainty_score":0.9999666},"labels":[],"label_agreement":null},{"id":"W3193665271","doi":"","title":"ДЕРЖАВНИЙ КОНТРОЛЬ ЗА СТВОРЕННЯМ, ВИПРОБУВАННЯМ ТА ВИКОРИСТАННЯМ ОРГАНІЗМІВ З НОВИМИ ВЛАСТИВОСТЯМИ: ДОСВІД КАНАДИ","year":2015,"lang":"uk","type":"article","venue":"Актуальні проблеми державного управління","topic":"Science, Research, and Medicine","field":"Medicine","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":"Business; State (computer science); Identification (biology); Public administration; Political science; Computer science","score_opus":0.2210802241888525,"score_gpt":0.4417901986748985,"score_spread":0.22070997448604598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193665271","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37755334,0.07343366,0.002545636,0.032676894,0.04255289,0.011170329,0.00090137357,0.0030692464,0.45609665],"genre_scores_gemma":[0.76127297,0.0069065685,0.0025635716,0.010341405,0.016377078,0.0005773474,0.0007222365,0.0010045517,0.20023426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9674251,0.0017296881,0.0049446477,0.0057938714,0.010922427,0.009184251],"domain_scores_gemma":[0.9732613,0.0016713084,0.0017969091,0.007007727,0.004087422,0.012175309],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.011001748,0.003947853,0.0055722394,0.0033655532,0.0017185333,0.0010154429,0.005122037,0.0027214873,0.009324788],"category_scores_gemma":[0.009586847,0.0035301887,0.0019596664,0.00724396,0.005134676,0.0021893778,0.0024354453,0.005976025,0.024857767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00501908,0.006523758,0.05317554,0.0027362048,0.0023347894,0.008199328,0.019305019,0.00016759196,0.012196291,0.008988253,0.7795114,0.10184277],"study_design_scores_gemma":[0.034006268,0.009793797,0.024629824,0.0044398666,0.0030259623,0.0027848524,0.024181398,0.0059018307,0.010122431,0.004295798,0.87069714,0.0061208466],"about_ca_topic_score_codex":0.0073825256,"about_ca_topic_score_gemma":0.0012453011,"teacher_disagreement_score":0.38371962,"about_ca_system_score_codex":0.0031356625,"about_ca_system_score_gemma":0.0132450955,"threshold_uncertainty_score":0.9995811},"labels":[],"label_agreement":null},{"id":"W3194999615","doi":"10.34213/аp.21.01.09","title":"ДЕРЖАВНЕ РЕГУЛЮВАННЯ ТРАНСПОРТНОЇ ІНФРАСТРУКТУРИ ЕКОНОМІКИ: ІДЕНТИФІКАЦІЯ ПОНЯТІЙНОГО АПАРАТУ","year":2021,"lang":"uk","type":"article","venue":"Актуальні проблеми державного управління","topic":"Economic Systems and Logistics Management","field":"Economics, Econometrics and Finance","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":"Critical infrastructure; Identification (biology); Transport infrastructure; Business; Object (grammar); Conceptual framework; State (computer science); Public transport; Subject (documents); Computer science; Computer security; Engineering; Transport engineering; Sociology","score_opus":0.05617465222883526,"score_gpt":0.20378333367621354,"score_spread":0.14760868144737826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194999615","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.102488935,0.110551685,0.011605495,0.011014867,0.03507149,0.0035917165,0.00504281,0.0010462949,0.71958673],"genre_scores_gemma":[0.764108,0.014358807,0.0041116998,0.005215918,0.0055896295,0.00040448294,0.0009367,0.00078980596,0.20448495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831186,0.00048090436,0.006371051,0.0052696997,0.00060953735,0.004150207],"domain_scores_gemma":[0.9882153,0.00080037327,0.0032990735,0.005446192,0.00061895896,0.0016200918],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003695652,0.0025081409,0.004593137,0.0014581261,0.0013300797,0.0021236134,0.0028141814,0.0017451674,0.023009125],"category_scores_gemma":[0.0013731595,0.0033115158,0.0021459013,0.0019136727,0.0008046096,0.0012736039,0.0022440364,0.0021013217,0.042262953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019392502,0.0022701626,0.07430888,0.0023566808,0.0030563322,0.0016222928,0.0023549753,0.0011854016,0.0001528518,0.7046974,0.197375,0.010426133],"study_design_scores_gemma":[0.0052280333,0.0004599356,0.02348929,0.0006659501,0.00043247608,0.00026049794,0.0016352148,0.005963733,0.0006142203,0.031506117,0.9254131,0.004331468],"about_ca_topic_score_codex":0.0024097154,"about_ca_topic_score_gemma":0.0015430906,"teacher_disagreement_score":0.7280381,"about_ca_system_score_codex":0.0019089972,"about_ca_system_score_gemma":0.0009646236,"threshold_uncertainty_score":0.9999701},"labels":[],"label_agreement":null}]}