{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138449,0.0008521796,0.0005114577,0.002126193,0.0006740656,0.001916331,0.001333843,0.0009032273,0.004043528],"category_scores_gemma":[0.0036344,0.000271774,0.0008399572,0.001720659,0.00086652,0.002945385,0.001169597,0.001093779,0.0004305384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083338,"about_ca_system_score_gemma":0.001335251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273264,"about_ca_topic_score_gemma":0.005408179,"domain_scores_codex":[0.998877,0.0002998307,0.00006295333,0.0002198603,0.0003651218,0.0001752582],"domain_scores_gemma":[0.9988025,0.0004928124,0.0001290447,0.00005164077,0.0004478954,0.00007595278],"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":[0.0000391457,0.00004485419,0.006058291,0.0001081405,0.00005072617,0.0001891097,0.0003649786,0.9254878,0.0009785054,0.03630366,0.001396783,0.02897809],"study_design_scores_gemma":[0.000004218888,0.00002465323,0.0009522738,0.00001408104,0.00001398158,0.00005087032,0.0001060232,0.9811368,0.0001893834,0.01656938,0.0009228782,0.00001535772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1543766,0.000595731,0.818661,0.001138889,0.00007260442,0.0002018629,0.0004731184,0.0003842972,0.02409597],"genre_scores_gemma":[0.9717334,0.0004362295,0.02077785,0.00004285209,0.00002547979,0.0001737255,0.0002744733,0.00002997444,0.006506061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01273264,"threshold_uncertainty_score":0.02531707,"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."}}