{"meta":{"query_hash":"d9913e056859","filters":{"venue":"Democratic governance"},"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/d9913e056859","api":"https://metacan.xera.ac/api/v1/cohort?venue=Democratic+governance"},"results":[{"id":"W3202873314","doi":"10.33990/2070-4038.27.2021.239244","title":"The main aspects of foreign experience of state regulation of the market for the provision of services for the collection of funds and transportation of currency valuables","year":2021,"lang":"en","type":"article","venue":"Democratic governance","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":"Currency; Business; State (computer science); Commerce; Marketing; Monetary economics; Economics; Computer science","score_opus":0.015510241285475256,"score_gpt":0.22551510730817384,"score_spread":0.21000486602269858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202873314","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":[0.9803922,0.0058968547,0.009270525,0.00038347632,0.00024714536,0.0012101147,0.00095582847,0.0000019936724,0.0016418443],"genre_scores_gemma":[0.99733245,0.0012534345,0.00084403396,0.000008356336,0.000011955434,0.00006725018,0.0000056317344,0.000009619929,0.00046724337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99865556,0.00002970877,0.00096816226,0.00016418133,0.00007981739,0.00010256827],"domain_scores_gemma":[0.99612653,0.0010229484,0.0022659115,0.00038721852,0.00018896726,0.000008446338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009049399,0.00008935794,0.0003337718,0.00002169065,0.0000994752,0.0000065163968,0.00026601338,0.000040098177,0.000020678614],"category_scores_gemma":[0.00029867672,0.000056505563,0.00011451793,0.00023367266,0.00022522363,0.00011963794,0.000022720182,0.000037855654,3.736544e-8],"study_design_candidate":"theoretical_or_conceptual","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":[0.0010296206,0.00031059785,0.07719863,0.0051693404,0.00043352327,1.08606805e-7,0.034935407,0.010864779,0.013719308,0.84485453,0.00075206655,0.010732085],"study_design_scores_gemma":[0.0013651869,0.00030024792,0.4764065,0.00037081554,0.00008042982,0.0000011215378,0.002404823,0.14658692,0.13164371,0.23958388,0.0011257672,0.00013056085],"about_ca_topic_score_codex":0.00020718222,"about_ca_topic_score_gemma":0.0005999302,"teacher_disagreement_score":0.6052707,"about_ca_system_score_codex":0.000027207963,"about_ca_system_score_gemma":0.00006195497,"threshold_uncertainty_score":0.23042299},"labels":[],"label_agreement":null},{"id":"W4313003082","doi":"10.23939/dg2022.01.057","title":"Public Relations in the System of Strategic Communications of the Armed Forces of Ukraine as a Typical Model of Communication in Public Government","year":2022,"lang":"en","type":"article","venue":"Democratic governance","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":2,"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":"Interoperability; Strategic communication; Government (linguistics); Context (archaeology); Strategic planning; Strategic goal; Scope (computer science); Administration (probate law); Political science; Public administration; Public relations; Business; Military science; Law; Computer science; Marketing","score_opus":0.12010331901366852,"score_gpt":0.3113083166352788,"score_spread":0.19120499762161028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313003082","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":[0.9223596,0.0027632094,0.00002844871,0.026645105,0.00006258703,0.0006032954,0.00011522949,0.0000054704606,0.047417097],"genre_scores_gemma":[0.99876153,0.00055725855,0.0002724468,0.000051114497,0.0000050854924,0.00013688358,0.000005150554,0.0000037879959,0.00020671461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99730843,0.0010228441,0.0006454625,0.000099384786,0.0007855215,0.00013833471],"domain_scores_gemma":[0.99740547,0.0007276819,0.0006879232,0.0010122521,0.0001468349,0.00001982766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018142004,0.00006745019,0.00022616512,0.00003239135,0.00037755028,0.00000775922,0.0016106392,0.00003392989,0.000025276348],"category_scores_gemma":[0.00090142485,0.000051384126,0.00006928328,0.0008546709,0.0006055558,0.0001281423,0.00033969656,0.00019852121,3.6258024e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.000010310841,0.0004008187,0.022755202,0.00005082207,0.00001661062,2.9411675e-8,0.041591622,0.00074470515,0.00005365272,0.93390405,0.0004196058,0.000052540352],"study_design_scores_gemma":[0.0012283713,0.00015201361,0.23328699,0.00033960788,0.000076153265,0.000001966586,0.5623089,0.06262423,0.00006360704,0.13739495,0.002267187,0.00025600713],"about_ca_topic_score_codex":0.0043413485,"about_ca_topic_score_gemma":0.017758176,"teacher_disagreement_score":0.79650915,"about_ca_system_score_codex":0.00025804702,"about_ca_system_score_gemma":0.0004866519,"threshold_uncertainty_score":0.99094784},"labels":[],"label_agreement":null},{"id":"W4320003100","doi":"10.23939/dg2022.02.086","title":"Dual education in nurse training: international practice and implementation prospects in Ukraine","year":2022,"lang":"en","type":"article","venue":"Democratic governance","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":1,"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":"Curriculum; Nurse education; General partnership; Nursing; Dual (grammatical number); Ukrainian; Health care; Work (physics); Medicine; Medical education; Sociology; Political science; Pedagogy","score_opus":0.015264030563305291,"score_gpt":0.3712316244888988,"score_spread":0.3559675939255935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320003100","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":[0.84434193,0.00025643327,0.0000109738985,0.057580862,0.0015960019,0.00064940297,0.000012640583,0.000025691787,0.095526084],"genre_scores_gemma":[0.99118704,0.00025316796,0.0011327305,0.0017542202,0.0001599741,0.00022239283,0.00003277828,0.0000071065388,0.0052505992],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99864554,0.00023840781,0.00026091293,0.00019668635,0.0004701274,0.00018831578],"domain_scores_gemma":[0.9994868,0.00015768784,0.0001895123,0.000059146983,0.000058726902,0.00004812329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097589,0.0000696929,0.00009382438,0.000072118186,0.00027472654,0.000051057898,0.00012445402,0.00002535166,0.0005667766],"category_scores_gemma":[0.0007772918,0.00008825536,0.000012653489,0.0004156756,0.000058110356,0.0003883896,0.000031504835,0.00016456218,0.0000037112816],"study_design_candidate":"qualitative","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":[0.000034092776,0.00047146087,0.07971827,0.000008820548,0.00001100665,0.000012350375,0.41766864,0.000021535052,0.000048815604,0.4076967,0.009977449,0.08433086],"study_design_scores_gemma":[0.0008279028,0.000031445717,0.3875826,0.000020984482,0.000004733059,0.0000073290166,0.29111633,0.00006801675,0.000005647815,0.008080923,0.31207243,0.00018166583],"about_ca_topic_score_codex":0.0024964972,"about_ca_topic_score_gemma":0.007583203,"teacher_disagreement_score":0.39961576,"about_ca_system_score_codex":0.0007083164,"about_ca_system_score_gemma":0.0015601855,"threshold_uncertainty_score":0.6205806},"labels":[],"label_agreement":null}]}