{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"1a98f0ba7630","filters":{"venue":"Red seguridad: revista especializada en seguridad informática, protección de datos y comunicaciones"}},"results":[{"id":"W34912492","doi":"10.5770/cgj.24.570","title":"%^ef$73$5r(@&#! Unas palabras sobre codificación y algoritmos","year":2010,"lang":"en","type":"article","venue":"Red seguridad: revista especializada en seguridad informática, protección de datos y comunicaciones","topic":"Knowledge Societies in the 21st Century","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":"Humanities; Art","authors":[{"name":"Maciej Ziarek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009672094867559426,"gpt":0.2975695655643337,"spread":0.2878974706967743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006786345,0.001445373,0.00183747,0.0005846834,0.003523841,0.001930788,0.005785341,0.001985413,0.003406359],"category_scores_gemma":[0.005907156,0.001500105,0.001004813,0.002409838,0.002823228,0.001951703,0.001735616,0.00374562,0.001286676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150825,"about_ca_system_score_gemma":0.002559844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006038952,"about_ca_topic_score_gemma":0.0009595571,"domain_scores_codex":[0.9879609,0.001965928,0.002599838,0.00160561,0.002720708,0.003146987],"domain_scores_gemma":[0.9901186,0.001442383,0.001250262,0.004310596,0.001216082,0.001662043],"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":[0.0005055955,0.0009728912,0.001848175,0.0007062072,0.0006036271,0.0001555026,0.03389328,0.00003734969,0.007417261,0.8082832,0.07284956,0.07272735],"study_design_scores_gemma":[0.001750386,0.0001459934,0.0004742317,0.0003196339,0.0002168469,0.00008453348,0.006922023,0.0004370587,0.002152848,0.007473272,0.978128,0.001895221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2915749,0.005820883,0.01107715,0.03809449,0.01610085,0.0274478,0.002544014,0.009089069,0.5982509],"genre_scores_gemma":[0.8894362,0.01476292,0.04614278,0.003003451,0.01597345,0.002305439,0.001457532,0.001013341,0.02590485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9052784,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}