{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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"},"query_hash":"73d26f6ab367","filters":{"venue":"Pressing Problems of Public Administration"}},"results":[{"id":"W4406382537","doi":"10.26565/1684-8489-2024-1-11","title":"Compliance with the Standards of the Diplomatic Protocol and Etiquette as a Component of State Policy at the Present Stage","year":2024,"lang":"en","type":"article","venue":"Pressing Problems of Public Administration","topic":"Security, Politics, and Digital Transformation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Etiquette; Compliance (psychology); Component (thermodynamics); Protocol (science); State (computer science); Stage (stratigraphy); Political science; Public administration; Business; Law; Psychology; Medicine; Computer science; Social psychology; Alternative medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.06895775865058354,"gpt":0.3943511662959624,"spread":0.3253934076453788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205957,0.00009035181,0.0001232776,0.00003931822,0.00031122,0.0002868097,0.000227579,0.00003476741,0.00001263486],"category_scores_gemma":[0.0001416933,0.00004489327,0.00004250957,0.0001793079,0.001184593,0.0004771288,0.00005312161,0.00009488407,2.780813e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007839886,"about_ca_system_score_gemma":0.001108695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007859931,"about_ca_topic_score_gemma":0.001717015,"domain_scores_codex":[0.9983393,0.0002702352,0.0003525215,0.0001171505,0.0007433442,0.0001774243],"domain_scores_gemma":[0.9990061,0.0002083134,0.0002924021,0.0001949176,0.0002501731,0.00004810277],"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":[0.0002233587,0.000498556,0.003935038,0.009957433,0.000224599,0.000001248488,0.1761543,0.000460717,0.003127544,0.7861626,0.0009129847,0.0183416],"study_design_scores_gemma":[0.003840223,0.002705276,0.04966485,0.01004754,0.0002859085,0.00003974516,0.02622414,0.01545801,0.1127496,0.2110835,0.5667628,0.001138375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529327,0.0007241825,0.006995953,0.09180888,0.0001446245,0.06538418,0.0006598218,0.0001392821,0.08121037],"genre_scores_gemma":[0.997649,0.00001226652,0.00003761743,0.00003562247,0.00003257895,0.001671502,0.000004500563,0.000007426887,0.0005495472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.575079,"threshold_uncertainty_score":0.4364682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410777742","doi":"10.26565/1684-8489-2024-2-19","title":"Foreign experience of public administration in emergency situations","year":2024,"lang":"en","type":"article","venue":"Pressing Problems of Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","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); Medical emergency; Business; Medicine; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.07809818989508947,"gpt":0.3609796983879998,"spread":0.2828815084929103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001307307,0.0001172157,0.0001508838,0.0003114734,0.0001952223,0.0003364696,0.0003496946,0.00009949184,0.0002891592],"category_scores_gemma":[0.0004279701,0.0001176824,0.00006621175,0.0009664048,0.0003324196,0.002169069,0.00004748081,0.0001003392,0.000004669903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005020469,"about_ca_system_score_gemma":0.0006736685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006112,"about_ca_topic_score_gemma":0.002900227,"domain_scores_codex":[0.9978982,0.0002084226,0.0006922499,0.0003090611,0.000582239,0.0003097863],"domain_scores_gemma":[0.999182,0.00007441339,0.0002624837,0.0001974275,0.0001856878,0.00009803105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008298307,0.0004504771,0.01677532,0.0005294954,0.00002603056,0.000004406729,0.02340839,0.00002696445,0.004636806,0.8940346,0.0003978033,0.05970142],"study_design_scores_gemma":[0.002169337,0.002381068,0.09322827,0.004060872,0.0002690228,0.00001902386,0.1713878,0.03621228,0.01957788,0.4982312,0.1693777,0.003085576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7163954,0.001403494,0.04789308,0.01292166,0.0008818551,0.00127974,0.00001756024,0.0002383312,0.2189689],"genre_scores_gemma":[0.9969066,0.0001992118,0.0007618883,0.000005173419,0.00007204767,0.00009070537,0.00003358062,0.000009504482,0.001921222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3958034,"threshold_uncertainty_score":0.4798949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7138975223","doi":"10.26565/1684-8489-2025-2-17","title":"Institutional Challenges in Implementing the ‘State in a Smartphone’ Model within the Context of Fragmented Public Governance of Digitalisation in Ukraine","year":2025,"lang":"","type":"article","venue":"Pressing Problems of Public Administration","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","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":"Civil society; Corporate governance; Digital transformation; Institutional theory; Institutional analysis; Modernization theory; Context (archaeology); Stakeholder; Comparative research","retraction":null,"screen_n_in":null,"score":{"opus":0.08587774156946573,"gpt":0.275667899666186,"spread":0.1897901580967203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005068871,0.0002058865,0.0004824306,0.0004915266,0.0001045464,0.0001772481,0.0004351859,0.0001312132,0.00001941692],"category_scores_gemma":[0.001177627,0.0001869191,0.00007809216,0.001132404,0.000329788,0.001698306,0.0001285923,0.0002870926,3.510968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886055,"about_ca_system_score_gemma":0.001247684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008042086,"about_ca_topic_score_gemma":0.01405511,"domain_scores_codex":[0.9962661,0.0001720555,0.002601885,0.0004251279,0.0001692722,0.0003655762],"domain_scores_gemma":[0.9966992,0.0002304646,0.002414904,0.0003927931,0.0002309425,0.00003170245],"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":[0.0001250787,0.001331762,0.2344583,0.001258439,0.00008787097,3.597791e-7,0.02247355,0.00825839,0.0002868871,0.6948987,0.00002903609,0.03679169],"study_design_scores_gemma":[0.003616216,0.00017701,0.4831079,0.002064508,0.00002088382,0.000001702475,0.00635976,0.3943128,0.00156179,0.1071689,0.001183726,0.0004247989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646893,0.009093273,0.003068045,0.01659475,0.0003274308,0.0009816695,0.000169901,0.000006179156,0.005069472],"genre_scores_gemma":[0.9976687,0.00171202,0.0002102216,0.00003740502,0.00001725886,0.0001425039,0.00007532601,0.00001120141,0.0001253988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5877298,"threshold_uncertainty_score":0.7843081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}