{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002511738,0.00005921012,0.000195821,0.00006030265,0.00008546934,0.00001745874,0.0001040013,0.00002225409,0.00001662888],"category_scores_gemma":[0.00007045602,0.00005203181,0.00003539908,0.0001909074,0.0004599707,0.00007860176,0.00003900383,0.00004073736,0.000001560031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008449243,"about_ca_system_score_gemma":0.00004135541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004815074,"about_ca_topic_score_gemma":0.002456449,"domain_scores_codex":[0.9991103,0.0002898853,0.0002388902,0.00008747917,0.0001063541,0.000167036],"domain_scores_gemma":[0.9995282,0.00008816281,0.0001054574,0.00008917654,0.0000491484,0.0001399145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000256757,0.00003866369,0.8887376,0.00001576842,0.0000970378,0.000001374931,0.1007612,0.000002263964,0.00009678926,0.002067793,0.0003333071,0.007822461],"study_design_scores_gemma":[0.0005722268,0.0001031416,0.9525032,0.00009450688,0.0001879869,2.093123e-7,0.04069448,0.0007106067,0.0001277577,0.001097456,0.003785669,0.0001227682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843898,0.0006990945,0.00008315187,0.0003947052,0.00007877114,0.00007351174,0.00001956006,0.000007253706,0.01425412],"genre_scores_gemma":[0.9985976,0.0007208327,0.00004034423,0.000107865,0.00008685516,2.563793e-7,0.00001548723,0.000004287644,0.0004265341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06376556,"threshold_uncertainty_score":0.7278984,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002413573,0.0001427775,0.0001794797,0.00008331305,0.000135587,0.0003536996,0.0004013428,0.00002156531,0.00001232624],"category_scores_gemma":[0.000007705863,0.00009590825,0.00005170054,0.0006638282,0.00006813745,0.0003965172,0.0002274297,0.0001621661,0.00003368179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005453339,"about_ca_system_score_gemma":0.000007141214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007381004,"about_ca_topic_score_gemma":0.0000708695,"domain_scores_codex":[0.9988195,0.0002822629,0.0002272182,0.0002373791,0.0001626186,0.0002710545],"domain_scores_gemma":[0.9995408,0.00003085566,0.00007141919,0.0001662359,0.00002651393,0.0001641636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001223836,0.0002366474,0.32627,0.0001215324,0.0004049963,0.0002321337,0.5214141,0.001017373,0.00002546446,0.1340907,0.003268468,0.01279622],"study_design_scores_gemma":[0.000931034,0.0001022404,0.5394132,0.00002306615,0.0000796305,0.00002218816,0.002669579,0.4222232,0.00001313461,0.0001814321,0.0339997,0.000341539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667413,0.0001113391,0.0128722,0.002370207,0.00006889283,0.000124234,0.00000956815,0.00005554136,0.01764667],"genre_scores_gemma":[0.9963582,0.00002435174,0.0001251493,0.003393725,0.00005927194,9.784594e-7,0.00001783105,0.000002789811,0.00001769143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5187445,"threshold_uncertainty_score":0.3911025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}