{"id":"W2363549147","doi":"","title":"Research of strategies to enhance VPN's adaptability","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Firewall (physics); Adaptability; Computer network; IPsec; Callback; Battlefield; Operating system; The Internet","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":[0.0005870613,0.000133124,0.0001773416,0.000225738,0.0002767506,0.00008060705,0.001845098,0.00004245691,0.00001873331],"category_scores_gemma":[9.652455e-7,0.0001388421,0.00006553067,0.001530168,0.0001445489,0.0002527606,0.0009294991,0.0001758944,0.0002757571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082873,"about_ca_system_score_gemma":0.0001867667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008757052,"about_ca_topic_score_gemma":0.00002227555,"domain_scores_codex":[0.9980515,0.0001248972,0.0003581897,0.000667666,0.0003990078,0.0003987713],"domain_scores_gemma":[0.9979609,0.000170839,0.00007219375,0.001341567,0.000320259,0.0001342841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001548635,0.0009672615,0.0004331777,0.0001584018,0.00007361783,0.00001466382,0.003180315,0.01999776,0.0287052,0.2597303,0.08216098,0.6045629],"study_design_scores_gemma":[0.0001908465,0.0001780513,0.009457746,0.00002903452,0.000005344849,0.00001399524,0.0001172823,0.009558433,0.04449599,0.00766529,0.9278973,0.0003907379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02508265,0.0001037979,0.9700953,0.0008107223,0.00001934772,0.001312164,0.000003502571,0.0001441125,0.002428345],"genre_scores_gemma":[0.5250618,0.0000207657,0.4735588,0.0001709095,0.0000825132,0.000894613,0.000003492245,0.000008647738,0.0001984123],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8457363,"threshold_uncertainty_score":0.5661818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466740861789945,"score_gpt":0.3525084347665247,"score_spread":0.3078410261486253,"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."}}