{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"83e36cb0ff76","filters":{"venue":"Expert Paradigm of Law and Public Administration"}},"results":[{"id":"W4226263792","doi":"10.32689/2617-9660-2022-1(19)-80-90","title":"TECHNOLOGICAL ASPECTS OF PROVISION OF ADMINISTRATIVE SERVICES BY LOCAL GOVERNMENT BODIES","year":2022,"lang":"en","type":"article","venue":"Expert Paradigm of Law and Public Administration","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legislature; Public administration; Decentralization; Administration (probate law); Business; Government (linguistics); Administrative law; State (computer science); Service (business); Administrative services organization; Institution; Political science; Law","authors":[{"name":"Oleksandr Vasylovych Zhadan","is_ca":false},{"name":"M. Goncharenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03454633560743057,"gpt":0.2663963027217139,"spread":0.2318499671142834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003845035,0.0001286919,0.0004118999,0.0000513012,0.00009414992,0.00001969589,0.0002233151,0.00008245278,0.0003305783],"category_scores_gemma":[0.00002866165,0.0001412535,0.00006016399,0.0000776743,0.0004998312,0.0002237916,0.0001135703,0.0001024515,0.000001803295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007766622,"about_ca_system_score_gemma":0.00004052967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008316361,"about_ca_topic_score_gemma":0.00004154169,"domain_scores_codex":[0.9986557,0.00002943319,0.000767293,0.0002969776,0.0001001717,0.0001504295],"domain_scores_gemma":[0.998872,0.0000776337,0.0007412549,0.0002390434,0.0000181373,0.00005192953],"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":[0.00006536891,0.0003403126,0.0007633145,0.00005396923,0.00003781459,0.000001335549,0.001074099,0.000003930309,0.0003044603,0.996758,0.0001064766,0.0004909292],"study_design_scores_gemma":[0.001978129,0.006386556,0.0008331108,0.00004679115,0.00001445797,0.00004802245,0.007503325,0.002748397,0.06580943,0.1912503,0.7226861,0.0006953989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6711276,0.01049228,0.004058379,0.006627233,0.0002873222,0.0008380135,0.001898177,0.00005965511,0.3046114],"genre_scores_gemma":[0.9990977,0.000110364,0.000436625,0.0001133687,0.00001649217,0.0000507836,0.00006791025,0.000009142977,0.00009763661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8055077,"threshold_uncertainty_score":0.576015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285298233","doi":"10.32689/2617-9660-2022-2(20)-178-187","title":"ADMINISTRATIVE SERVICES IN THE SYSTEM OF LOCAL SELFGOVERNMENT: WORLD EXPERIENCE AND UKRAINIAN REALITIES","year":2022,"lang":"en","type":"article","venue":"Expert Paradigm of Law and Public Administration","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Unification; Public administration; Ukrainian; Business; Variety (cybernetics); Administrative services organization; Political science","authors":[{"name":"Oleksandr Vasylovych Zhadan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04184245945821714,"gpt":0.2686869005112967,"spread":0.2268444410530795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006325747,0.0001221971,0.0003111119,0.00009361206,0.0001597928,0.00006242735,0.0002337737,0.00003706168,0.0001016309],"category_scores_gemma":[0.000008457717,0.0001228756,0.00003339073,0.0001445246,0.0002947803,0.0003133091,0.00006659619,0.0001008548,9.564594e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008034619,"about_ca_system_score_gemma":0.00003490019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006701248,"about_ca_topic_score_gemma":0.0006811698,"domain_scores_codex":[0.9987305,0.00007266144,0.0006737699,0.0002779049,0.00007964826,0.0001654531],"domain_scores_gemma":[0.99914,0.0001264078,0.0004318046,0.0002441319,0.000009923348,0.00004772551],"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":[0.00003624887,0.00007555581,0.002044621,0.00006611693,0.00001426688,0.000003687957,0.05228954,0.000004651249,0.000004787426,0.9453605,0.00001281805,0.00008723362],"study_design_scores_gemma":[0.001930104,0.001558575,0.00846958,0.00008776945,0.000009510306,0.0001902635,0.1891778,0.006325429,0.0007386116,0.01561439,0.7752131,0.0006848675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8392733,0.002515614,0.0001297754,0.00260235,0.000163823,0.0003439599,0.0003015466,0.00001609377,0.1546535],"genre_scores_gemma":[0.9991433,0.00006246947,0.0001372785,0.0003508119,0.00003875379,0.0001245376,0.00003269978,0.000008237355,0.0001018805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9297461,"threshold_uncertainty_score":0.5010721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}