{"id":"W4362469203","doi":"10.52340/gs.2023.05.01.28","title":"INFORMATION SECURITY AND CYBER SECURITY","year":2023,"lang":"en","type":"article","venue":"GEORGIAN SCIENTISTS","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Backdoor; Computer security; Computer science; Security service; Security through obscurity; Security information and event management; Hacker; Malware; Information security; Computer security model; Cloud computing security; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008940373,0.0001266342,0.0001165487,0.0003358401,0.0003536231,0.0007617965,0.0005770864,0.00007393076,0.00005041784],"category_scores_gemma":[0.00007179346,0.0001238739,0.00004483794,0.001406737,0.0001040138,0.004100127,0.0005377159,0.000144343,0.002196937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003289592,"about_ca_system_score_gemma":0.00006039286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003585363,"about_ca_topic_score_gemma":0.00002671665,"domain_scores_codex":[0.998589,0.00004392685,0.0002828261,0.0001931651,0.0004912332,0.0003998541],"domain_scores_gemma":[0.9990714,0.00003110853,0.0001027902,0.0004617068,0.0001462952,0.0001867424],"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":[0.000005285662,0.0000345063,0.001470268,0.00009721956,0.00001355011,0.00001641839,0.06179885,0.0000127737,0.00003411339,0.8270374,0.06934345,0.04013618],"study_design_scores_gemma":[0.001248214,0.00005525986,0.1008492,0.00003670688,0.000006948103,0.0001368111,0.001160551,0.1175619,0.0009028819,0.07526836,0.7020392,0.0007340002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8699051,0.00005163466,0.01823031,0.005804654,0.00316802,0.0005537518,0.000065876,0.001772785,0.1004478],"genre_scores_gemma":[0.9981403,0.00001578518,0.0005990407,0.0008829177,0.00003147792,0.00001020373,0.00004129799,0.000003128421,0.0002758529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.751769,"threshold_uncertainty_score":0.99858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00679714599967147,"score_gpt":0.2296072623873346,"score_spread":0.2228101163876631,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}