{"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":"5cb79ffe2d81","filters":{"venue":"Central and Eastern European eDem and eGov Days"}},"results":[{"id":"W3048378063","doi":"10.24989/ocg.v325.21","title":"Content analysis of new means of communication in contemporary democratic states","year":2018,"lang":"en","type":"article","venue":"Central and Eastern European eDem and eGov Days","topic":"Social Media and Politics","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":"Interactivity; Political communication; Democracy; Politics; Sociology; Media studies; Content analysis; Empirical research; Political science; Representation (politics); Social science; Epistemology; Public relations; Computer science; World Wide Web; Law","authors":[{"name":"Mihaela Rusu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1088312255381909,"gpt":0.3061685865118177,"spread":0.1973373609736268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005062241,0.0002076579,0.0002895051,0.01328922,0.001866219,0.004600975,0.0004782995,0.0005681782,0.004166023],"category_scores_gemma":[0.02231647,0.0001963885,0.0003053687,0.0103311,0.003240949,0.004256246,0.002130024,0.0008652305,0.0006095826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003641832,"about_ca_system_score_gemma":0.001997584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373055,"about_ca_topic_score_gemma":0.001801849,"domain_scores_codex":[0.9939002,0.003801191,0.000464625,0.0004268504,0.001102774,0.0003043612],"domain_scores_gemma":[0.9691228,0.02189078,0.002466357,0.001586541,0.004484425,0.000449142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004495711,0.0001985748,0.09107269,0.001756731,0.00007673356,0.0006994974,0.4758012,0.0008090396,0.008820812,0.1797133,0.008154698,0.2324472],"study_design_scores_gemma":[0.00003678777,0.0002020566,0.3459895,0.001492422,0.0001198971,0.0007693447,0.3567015,0.006218715,0.007403927,0.04385788,0.2370706,0.0001373731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8741773,0.001474929,0.02036307,0.001762083,0.00022604,0.0006854696,0.00301768,0.0001580387,0.09813535],"genre_scores_gemma":[0.983779,0.000758271,0.0081445,0.0001620431,0.0001321347,0.0007634748,0.001304888,0.00008708644,0.004868568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328922,"threshold_uncertainty_score":0.02677196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047105104","doi":"10.24989/ocg.338.13","title":"Cyber Security Master's degrees in the United Kingdom: a comparative analysis","year":2020,"lang":"en","type":"article","venue":"Central and Eastern European eDem and eGov Days","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Royal Holloway, University of London; University of Surrey; Queen's University; Cranfield University; Newcastle University; University of Oxford; Queen's University Belfast; University of Southampton","keywords":"Information security; Certified Information Systems Security Professional; Thematic analysis; Higher education; Political science; National security; Kingdom; Computer security; Public relations; Security service; Computer science; Sociology; Network security policy; Qualitative research","authors":[{"name":"Anna Urbanovics","is_ca":false},{"name":"Péter Sasvári","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0677767822169542,"gpt":0.248146552781024,"spread":0.1803697705640698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002428201,0.0002487421,0.0006398503,0.00775721,0.001878063,0.003907935,0.0006493738,0.0006800094,0.008242507],"category_scores_gemma":[0.0145763,0.0002920252,0.0002626287,0.01618505,0.001085445,0.001666403,0.002941807,0.0006561683,0.0008951545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01216341,"about_ca_system_score_gemma":0.004772576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1803552,"about_ca_topic_score_gemma":0.3836115,"domain_scores_codex":[0.9939633,0.001602716,0.0006819562,0.0005016673,0.001743907,0.001506443],"domain_scores_gemma":[0.9818094,0.005614249,0.003806145,0.0003712845,0.004850038,0.003548895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001641276,0.0002830538,0.5675618,0.00444532,0.0002221941,0.00402737,0.1411378,0.0005279826,0.001751807,0.01684584,0.02109603,0.2404595],"study_design_scores_gemma":[0.000019171,0.0001342754,0.8814617,0.001007358,0.00003068906,0.0005258315,0.06579996,0.0000624516,0.0001992662,0.00008700381,0.05065325,0.00001905767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335141,0.02744498,0.0001141107,0.002114934,0.0001182368,0.0000373911,0.001300054,0.00001216475,0.03534409],"genre_scores_gemma":[0.9891554,0.00648338,0.00005945312,0.0002025142,0.00001532003,0.00001559836,0.0004530108,0.000009517371,0.003605909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1803552,"threshold_uncertainty_score":0.3586109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}