{"id":"W4407917525","doi":"10.23977/jnca.2025.100103","title":"Computer System Security and Power Data Network Integrated Security Strategy Analysis and Optimization","year":2025,"lang":"en","type":"article","venue":"Journal of Network Computing and Applications","topic":"Smart Grid and Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Computer security; Network security; Computer security model; Security analysis","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":[0.0005908022,0.0001394765,0.0003625382,0.0001137515,0.0002017934,0.0001650373,0.0001645103,0.00008184108,0.000001502857],"category_scores_gemma":[0.000003358987,0.0001253356,0.00003763631,0.0008227917,0.00003739092,0.0000991542,0.0001112077,0.0002443051,2.231857e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002254142,"about_ca_system_score_gemma":0.00002090525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001147522,"about_ca_topic_score_gemma":0.00001552011,"domain_scores_codex":[0.9990057,0.00007290151,0.0004784301,0.0001854116,0.00008504101,0.0001725109],"domain_scores_gemma":[0.9992128,0.0001748146,0.000166208,0.0002452401,0.0001088615,0.00009206364],"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":[0.000004868274,0.00001076671,0.00981208,0.00008787949,0.0004913965,0.000001589763,0.0001230703,0.9765905,8.129916e-7,0.001301109,0.009120009,0.002455936],"study_design_scores_gemma":[0.0001956115,0.00001894355,0.003132156,0.0001985049,0.0002878224,0.00004545686,0.0001497265,0.9872397,4.907995e-7,0.0001065562,0.008517281,0.0001078141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04020452,0.00566513,0.9527292,0.00004769783,0.0006969222,0.000168531,0.00001458782,0.00008262934,0.0003908153],"genre_scores_gemma":[0.9913194,0.0003001775,0.006678187,0.00002721364,0.001623166,0.000001970939,0.00003677921,0.000009455027,0.000003619476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9511149,"threshold_uncertainty_score":0.5111039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007650097339210633,"score_gpt":0.2359162818254227,"score_spread":0.228266184486212,"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."}}