{"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":"be2bc6df9f1f","filters":{"venue":"Public administration and local government"}},"results":[{"id":"W3126521450","doi":"10.33287/102066","title":"Service-Oriented Architecture of E-Government: Characteristics of the Anglo-American Model and Peculiarities of its Implementation in Ukraine","year":2020,"lang":"en","type":"article","venue":"Public administration and local government","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Service delivery framework; Informatization; The Internet; Service (business); Process management; Computer science; Marketing; Telecommunications; World Wide Web","authors":[{"name":"A. Y. Nakonechnyi","is_ca":false},{"name":"Наталя Колісніченко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02086833484141287,"gpt":0.2309594402139105,"spread":0.2100911053724976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001882872,0.00009745744,0.0002940314,0.00001820137,0.00002044226,0.0000125209,0.00009772665,0.00003295607,0.00005368843],"category_scores_gemma":[0.00008099081,0.00009592438,0.00003110633,0.0001411112,0.0001292048,0.00008866967,0.00009312401,0.00007184492,3.735973e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007806301,"about_ca_system_score_gemma":0.00002716182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004832552,"about_ca_topic_score_gemma":0.0002197986,"domain_scores_codex":[0.9989327,0.00001565634,0.0006491179,0.0001853183,0.000110193,0.000106985],"domain_scores_gemma":[0.9991249,0.00002913671,0.0006510718,0.0001162752,0.0000214299,0.000057129],"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":[0.0003222199,0.0003926325,0.2087451,0.0009682654,0.0001394295,0.000001293457,0.01881373,0.0004338484,0.001156733,0.7487283,0.00009298088,0.02020543],"study_design_scores_gemma":[0.005939829,0.002026227,0.574622,0.0001347223,0.00006224342,0.00001057758,0.02693962,0.3351354,0.0153074,0.003441241,0.03548996,0.0008908206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985269,0.0001736407,0.003807442,0.007349733,0.00003214001,0.0002341483,0.001486932,0.000003471604,0.001643525],"genre_scores_gemma":[0.9989606,0.0001345222,0.0003461081,0.0004785484,0.00001634212,0.00001087977,0.00001662512,0.000007620766,0.00002873314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7452871,"threshold_uncertainty_score":0.3911683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413997177","doi":"10.32782/2414-4436/2025-2-3","title":"FOREIGN PRACTICES OF IMPROVING PUBLIC ADMINISTRATION MECHANISMS IN THE SPHERE OF SOCIAL PROTECTION OF VETERANS","year":2025,"lang":"en","type":"article","venue":"Public administration and local government","topic":"Healthcare Systems and Public Health","field":"Medicine","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":"Administration (probate law); Social protection; Business; Political science; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04873124188177532,"gpt":0.3389612497763637,"spread":0.2902300078945884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001824783,0.0001135811,0.0003092732,0.000068351,0.00009197798,0.00004565126,0.00008398903,0.0001563287,0.0000453449],"category_scores_gemma":[0.0005227705,0.00008601927,0.00005954129,0.0003669521,0.0001100882,0.0002281294,0.00001871573,0.0001983123,2.073683e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491437,"about_ca_system_score_gemma":0.002243874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005079582,"about_ca_topic_score_gemma":0.001487942,"domain_scores_codex":[0.9978189,0.0002775638,0.0008323976,0.0002016093,0.0006802758,0.0001892031],"domain_scores_gemma":[0.9985964,0.00009116693,0.0008708824,0.0001708076,0.0001874188,0.00008328904],"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":[0.0006572277,0.001141981,0.003282928,0.004033883,0.00007370227,0.000005148491,0.00162572,2.664191e-7,0.004640518,0.7145876,0.0001152729,0.2698357],"study_design_scores_gemma":[0.01594288,0.02994258,0.4594053,0.001587147,0.0004331177,0.0004104942,0.2794113,0.01785786,0.05853877,0.007454676,0.1279561,0.001059787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7631329,0.0001468225,0.1289705,0.08355029,0.0001778992,0.002879236,0.00007383991,0.00002528996,0.02104325],"genre_scores_gemma":[0.9991335,0.00001063793,0.0003134655,0.0002839681,0.0000434332,0.00009009189,0.00001974376,0.000005958293,0.00009919321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.707133,"threshold_uncertainty_score":0.3980536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}