{"id":"W4400624373","doi":"10.23977/acss.2024.080413","title":"Protection model based on value assessment and vulnerability curve","year":2024,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Advanced Decision-Making Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Vulnerability (computing); Statistics; Mathematics; Computer science; Computer security","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":[0.001150324,0.0002055781,0.000286625,0.0002258963,0.0001022664,0.0004439917,0.0002990752,0.00007494192,3.783702e-7],"category_scores_gemma":[0.00001869032,0.0001665322,0.00003812449,0.0003233146,0.00004986968,0.0009801758,0.0001784978,0.0002603256,0.0000011883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133093,"about_ca_system_score_gemma":0.00005665236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001344873,"about_ca_topic_score_gemma":0.000002566026,"domain_scores_codex":[0.9979906,0.0002435975,0.0003921497,0.0007963341,0.0003596891,0.0002176292],"domain_scores_gemma":[0.9987663,0.0005601312,0.00007900229,0.0004699478,0.00005720656,0.00006739148],"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":[0.000006954458,0.00004552349,0.0001803656,0.0001848498,0.000004120728,0.00002474506,0.00009830795,0.643182,0.0001268624,0.05248063,0.00003975667,0.3036259],"study_design_scores_gemma":[0.0001247468,0.0002467175,0.0001373227,0.0006898204,0.000001621554,0.00001712068,0.00000257326,0.938211,0.00008861608,0.05946305,0.0008347089,0.0001827652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003355002,0.003193629,0.9912866,0.0001963752,0.0006752841,0.0006087007,0.000003775389,0.0004928031,0.0001877925],"genre_scores_gemma":[0.7598187,0.0001026585,0.239789,0.0000882824,0.00006741063,0.0001178948,5.715483e-7,0.00001003849,0.000005421599],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7564637,"threshold_uncertainty_score":0.6790988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506186359902246,"score_gpt":0.3563264499658075,"score_spread":0.3212645863667851,"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."}}