{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"cb24ff4b6c4b","filters":{"venue":"2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC)"}},"results":[{"id":"W3186243894","doi":"10.1109/icsccc51823.2021.9478100","title":"Security Audit of Docker Container Images in Cloud Architecture","year":2021,"lang":"en","type":"article","venue":"2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC)","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Container (type theory); Cloud computing; Computer security; Software deployment; Computer science; Audit; Vulnerability management; Cloud computing security; Application security; Vulnerability (computing); Enterprise information security architecture; Software security assurance; Vulnerability assessment; Operating system; Engineering; Business","authors":[{"name":"Waheeda Syed Shameem Ahamed","is_ca":true},{"name":"Pavol Zavarsky","is_ca":true},{"name":"Bobby Swar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02129214697101643,"gpt":0.2936560965134573,"spread":0.2723639495424409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005090689,0.000190962,0.0003014942,0.0001656064,0.0001596909,0.0001664352,0.001508593,0.0001128485,0.00008261801],"category_scores_gemma":[0.0001658128,0.0001765544,0.00009259347,0.000414791,0.0001822869,0.0001947207,0.00116327,0.0005471216,0.00001360708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006556345,"about_ca_system_score_gemma":0.0002264387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001200679,"about_ca_topic_score_gemma":0.0001732335,"domain_scores_codex":[0.9981763,0.0003112711,0.0005259122,0.0004394023,0.0003355608,0.0002115466],"domain_scores_gemma":[0.9972655,0.0003642807,0.0002228016,0.001383879,0.0006913088,0.00007227723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003265543,0.0007017285,0.02356287,0.00009068542,0.0001519695,0.00002147607,0.008994482,0.0006521146,0.001247418,0.9203992,0.001331967,0.04281346],"study_design_scores_gemma":[0.005545496,0.0004710894,0.07219775,0.003500273,0.00007252811,0.0004233112,0.006001257,0.6506348,0.01030219,0.1438411,0.1046788,0.002331475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7072831,0.003523246,0.1317413,0.04879701,0.002833582,0.0007378856,0.0001132009,0.0002709535,0.1046997],"genre_scores_gemma":[0.9910277,0.0005165692,0.007818731,0.0002886611,0.00008858478,0.0000116392,0.00005303502,0.000008056312,0.0001870722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7765581,"threshold_uncertainty_score":0.7199678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185940775","doi":"10.1109/icsccc51823.2021.9478109","title":"Privacy Protection in LTE and 5G Networks","year":2021,"lang":"en","type":"article","venue":"2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC)","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Privacy by Design; Information privacy; Service provider; Computer security; Privacy software; Personally identifiable information; Computer science; Internet privacy; Privacy policy; Service (business); Business","authors":[{"name":"Ushasree Gorrepati","is_ca":true},{"name":"Pavol Zavarsky","is_ca":true},{"name":"Ron Ruhl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04312975772319996,"gpt":0.2906141695778021,"spread":0.2474844118546021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004673175,0.0001995458,0.0002417166,0.0001911897,0.0002770721,0.0005984607,0.001113959,0.0001104453,0.00005256808],"category_scores_gemma":[0.0001089682,0.0002053533,0.00006851723,0.0004200454,0.0001005654,0.000269706,0.0009801504,0.0006317713,0.000009759418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006562522,"about_ca_system_score_gemma":0.00008866148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006002141,"about_ca_topic_score_gemma":0.0002970179,"domain_scores_codex":[0.9982429,0.0002789106,0.0004500548,0.0005311242,0.0002600626,0.0002369854],"domain_scores_gemma":[0.9984829,0.0001725833,0.000185105,0.0006583536,0.0004177892,0.00008327184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005651748,0.0001321205,0.0005125917,0.000006106264,0.00006338624,0.00001044469,0.002097528,0.001732886,0.00007095074,0.9364904,0.00009478525,0.0587832],"study_design_scores_gemma":[0.0003217651,0.00003409022,0.001867658,0.0002191583,0.00000901102,0.00004419687,0.000372402,0.9915882,0.00003832167,0.000801866,0.004488762,0.0002145038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1812002,0.001965344,0.7651957,0.02151379,0.0008525598,0.0003787557,0.000007620719,0.0001721118,0.02871395],"genre_scores_gemma":[0.9914471,0.0007127451,0.006955804,0.0004069116,0.0000997822,0.00001449577,0.00004045623,0.00001036903,0.0003123465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9898553,"threshold_uncertainty_score":0.8374066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186811702","doi":"10.1109/icsccc51823.2021.9478126","title":"Automation of Security and Privacy Controls for Efficient Information Security Management","year":2021,"lang":"en","type":"article","venue":"2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Computer science; Confidentiality; Computer security; Automation; Security information and event management; Security controls; Information security; Security testing; NIST; Scope (computer science); Information security management; Process (computing); Information privacy; Information sensitivity; Security service; Risk analysis (engineering); Control (management); Cloud computing security; Engineering; Business; Cloud computing","authors":[{"name":"Arshpreet Kaur Gill","is_ca":true},{"name":"Pavol Zavarsky","is_ca":true},{"name":"Bobby Swar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02260106200685165,"gpt":0.2895208717163846,"spread":0.2669198097095329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005805456,0.0001975368,0.000251279,0.0002156002,0.0003462106,0.0004634259,0.001004596,0.00009803642,0.00003642624],"category_scores_gemma":[0.000120609,0.0002083243,0.00008494763,0.0002815462,0.0001197817,0.000643099,0.001059374,0.0002487423,0.00001181853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006306374,"about_ca_system_score_gemma":0.00009071695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001723731,"about_ca_topic_score_gemma":0.00001282644,"domain_scores_codex":[0.9983168,0.0001479036,0.0006589961,0.0002827655,0.0003891434,0.0002044422],"domain_scores_gemma":[0.9972469,0.0002437808,0.0004101267,0.0009277398,0.001077968,0.00009353759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001361877,0.0001391969,0.00006857219,0.00006305592,0.00007517674,5.667167e-7,0.009246456,0.00009845364,0.0000359654,0.9642873,0.0002649966,0.02570662],"study_design_scores_gemma":[0.001305051,0.00006136262,0.001503819,0.0001934513,0.00002450763,0.00002141127,0.002104068,0.9484915,0.0004585446,0.02361751,0.02195368,0.0002650577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1787027,0.0007220372,0.6548601,0.02489319,0.001239799,0.001659723,0.0002605164,0.0002871572,0.1373748],"genre_scores_gemma":[0.9762891,0.0003995078,0.02237622,0.0005823036,0.00002990164,0.00003822664,0.0002374888,0.00000542697,0.00004185444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9483931,"threshold_uncertainty_score":0.8495219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185515240","doi":"10.1109/icsccc51823.2021.9478123","title":"An Analysis of Effectiveness of StegoAppDB and Data Hiding Efficiency of StegHide Image Steganography Tools","year":2021,"lang":"en","type":"article","venue":"2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC)","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Steganography; Steganalysis; Computer science; Information hiding; Steganography tools; Encryption; Embedding; Computer security; Cryptography; Artificial intelligence; Data mining; Pattern recognition (psychology)","authors":[{"name":"Bunty Dineshchandra Bhuva","is_ca":true},{"name":"Pavol Zavarsky","is_ca":true},{"name":"Sergey Butakov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05731624864694326,"gpt":0.3550437893653542,"spread":0.297727540718411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009246194,0.0001715791,0.0004496767,0.0005492105,0.000147389,0.0001522052,0.002478168,0.00007231635,0.000007081557],"category_scores_gemma":[0.00009034036,0.0001707709,0.0001083748,0.001184245,0.0003372665,0.0005968869,0.001627716,0.0002206205,1.219929e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001383523,"about_ca_system_score_gemma":0.00008261779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006061982,"about_ca_topic_score_gemma":0.00003380204,"domain_scores_codex":[0.9979557,0.000542972,0.0005432992,0.0004996007,0.000315023,0.0001433793],"domain_scores_gemma":[0.9955427,0.0008256514,0.0004199388,0.002310256,0.0008423004,0.0000591303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004285905,0.0006310898,0.01916151,0.0001450138,0.0008879514,0.00000402798,0.00210939,0.0002745825,0.04479219,0.8864954,0.000004308019,0.04545165],"study_design_scores_gemma":[0.0007725375,0.00032992,0.05085572,0.001307545,0.0003654948,0.00001667342,0.00154224,0.8753775,0.05497719,0.01366643,0.000263898,0.0005248575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4931087,0.0006472718,0.50262,0.000177814,0.00009112188,0.00016308,0.0001901034,0.00005028324,0.002951686],"genre_scores_gemma":[0.9317333,0.0007209959,0.06721296,0.00001645391,0.000007787122,0.00000423362,0.0002942501,0.000006588228,0.00000340719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8751029,"threshold_uncertainty_score":0.6963835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}