{"id":"W4297001759","doi":"10.5539/cis.v15n4p66","title":"Security and Performance through Operating System Services; Development of an Anti-Hacking System","year":2022,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Hacker; Guard (computer science); Compromise; Popularity; Computer security; Software; Operating system; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009556453,0.0001018831,0.0001409281,0.0002035503,0.001214811,0.0003209656,0.0006668075,0.00001741158,5.217872e-7],"category_scores_gemma":[0.000003380709,0.00009840106,0.000009839997,0.0007016836,0.00008366836,0.01344133,0.001184697,0.0001034343,8.408389e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281556,"about_ca_system_score_gemma":0.0001059218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006672505,"about_ca_topic_score_gemma":2.451373e-7,"domain_scores_codex":[0.9986675,0.00003464686,0.0004179008,0.0002315744,0.0004686441,0.000179724],"domain_scores_gemma":[0.9991998,0.00001877239,0.0002365251,0.0002798041,0.0002019859,0.00006307611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001048399,0.00004803064,0.002376457,0.003134415,0.00001229516,0.000004012126,0.1253649,0.01378813,0.001460497,0.1037606,0.000006705939,0.7500335],"study_design_scores_gemma":[0.0001462978,0.0001205132,0.003804743,0.00008969399,9.920193e-7,0.0001684146,0.002068753,0.9808965,0.0111548,0.0000142846,0.001387355,0.000147607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4654259,0.00001221222,0.5337154,0.000005277799,0.000181284,0.0001182532,0.000001206802,0.0002000936,0.0003403359],"genre_scores_gemma":[0.781894,0.000003528919,0.2179793,0.00009309307,0.000009040958,0.0000174002,0.000001576425,0.000001743875,3.26077e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9671084,"threshold_uncertainty_score":0.9744638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008689002649396347,"score_gpt":0.232918822270279,"score_spread":0.2242298196208826,"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."}}