{"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":"9bfa57e5c0fc","filters":{"venue":"International Journal of Computer Network and Information Security"}},"results":[{"id":"W3175941563","doi":"10.5815/ijcnis.2021.03.01","title":"Distributed Intelligence Model for IoT Applications Based on Neural Networks","year":2021,"lang":"en","type":"article","venue":"International Journal of Computer Network and Information Security","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Cloud computing; Task (project management); Raw data; Internet of Things; Gateway (web page); Process (computing); Default gateway; Distributed computing; Computer security; World Wide Web; Systems engineering","authors":[{"name":"Baha Rababah","is_ca":true},{"name":"Rasit Eskicioglu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01249820943858606,"gpt":0.255932063639562,"spread":0.2434338542009759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004302665,0.0001300205,0.0001773365,0.0001204421,0.0001458462,0.0005632794,0.000652236,0.00006532472,0.000001324828],"category_scores_gemma":[0.00002802298,0.0001223573,0.000129946,0.0002366155,0.0000270582,0.001352703,0.0001893104,0.0002295101,0.000001708886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005300316,"about_ca_system_score_gemma":0.0001277615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.343098e-7,"about_ca_topic_score_gemma":2.923478e-7,"domain_scores_codex":[0.9986279,0.00004051156,0.0006465634,0.0001262165,0.0003601636,0.0001986399],"domain_scores_gemma":[0.9977449,0.0002683605,0.0004442011,0.0001707653,0.001263962,0.0001077939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002991973,0.00003693192,0.00007083095,0.000007303556,0.00002602107,0.000002782348,0.0001964721,0.8289276,1.855191e-7,0.02316348,0.004860193,0.1426782],"study_design_scores_gemma":[0.0003487654,0.00006830443,0.0002278802,0.00004664391,0.000006106933,0.00006194861,0.000004771111,0.9633507,0.00001614069,0.009181876,0.02656963,0.000117224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005827224,0.0001051592,0.9925007,0.002056265,0.004488766,0.0001189327,0.00000382504,0.00003285468,0.0001107391],"genre_scores_gemma":[0.8271634,0.00006654501,0.1619427,0.00537536,0.005329478,0.00001187942,0.00009970787,0.000007034407,0.000003901135],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8305581,"threshold_uncertainty_score":0.5431716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2347122785","doi":"10.5815/ijcnis.2016.04.01","title":"Low Complexity Multimedia Encryption","year":2016,"lang":"en","type":"article","venue":"International Journal of Computer Network and Information Security","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Scrambling; Computer science; Encryption; Frame (networking); Syntax; Algorithm; Discrete cosine transform; Reference frame; Overhead (engineering); Computational complexity theory; Sign (mathematics); Computer vision; Artificial intelligence; Theoretical computer science; Image (mathematics); Mathematics; Computer network","authors":[{"name":"Karthik Thiyagarajan","is_ca":true},{"name":"Kamal El‐Sankary","is_ca":true},{"name":"Yongsheng Wang","is_ca":false},{"name":"Issam Hammad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00963138444753316,"gpt":0.242578284833778,"spread":0.2329469003862449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004113343,0.0000981627,0.0001342245,0.0001843978,0.00006175436,0.0001751717,0.0006361093,0.00004952615,0.000007497036],"category_scores_gemma":[0.0000166367,0.00006554064,0.00008013075,0.000106689,0.00007473278,0.005882197,0.0002045938,0.0001098214,0.000005831662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003328571,"about_ca_system_score_gemma":0.00002406897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001267423,"about_ca_topic_score_gemma":4.651801e-7,"domain_scores_codex":[0.9988706,0.00005105017,0.0004979468,0.00007467762,0.0003716622,0.0001341151],"domain_scores_gemma":[0.9986795,0.0001000545,0.0004650751,0.0001195935,0.0005553603,0.00008039309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007459173,0.00004560263,0.001681024,0.00001033812,0.00006035301,0.00001084716,0.001133801,0.0001500972,0.00003812696,0.1746984,0.005001673,0.8170952],"study_design_scores_gemma":[0.003856263,0.0006595501,0.0527505,0.0009055903,0.00001556301,0.0009366438,0.00001907847,0.1348521,0.003295005,0.5863596,0.2156738,0.0006763522],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01331334,0.00003634212,0.9831903,0.001577759,0.001479308,0.00005271206,0.000003888395,0.00006214334,0.0002842014],"genre_scores_gemma":[0.8428582,0.000337655,0.1554403,0.0007467212,0.0006093274,0.000001183996,0.0000029969,0.00000201368,0.000001609181],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8295449,"threshold_uncertainty_score":0.4264451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}