{"id":"W7139263094","doi":"","title":"Modelos de clasificación de ataques de reflexión DDoS usando técnicas de machine learning","year":2020,"lang":"es","type":"other","venue":"Repositorio UTB","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Denial-of-service attack; Sql server; Server; The Internet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00204164,0.002105175,0.002306116,0.0007091014,0.0009055382,0.001365201,0.00202678,0.00259164,0.0007806648],"category_scores_gemma":[0.001680406,0.002316136,0.001085902,0.001097228,0.0003892459,0.0003389028,0.0007371638,0.004845508,0.004321047],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006669904,"about_ca_system_score_gemma":0.003358009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007044428,"about_ca_topic_score_gemma":0.0002629171,"domain_scores_codex":[0.9878668,0.00300443,0.00174898,0.002555959,0.001579585,0.003244209],"domain_scores_gemma":[0.9930515,0.0005852929,0.001985753,0.002126885,0.0002530134,0.001997531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003738272,0.001272399,0.1798466,0.002651965,0.00444098,0.01020945,0.008923677,0.0116429,0.6602468,0.005704921,0.1066068,0.004715147],"study_design_scores_gemma":[0.002375371,0.0008392783,0.001656218,0.002489433,0.001858942,0.003017478,0.0002054071,0.07569326,0.03525066,0.0003970026,0.8734669,0.002750024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1501366,0.04189486,0.02672868,0.00209357,0.005007624,0.005656735,0.001529073,0.01017449,0.7567783],"genre_scores_gemma":[0.6608877,0.004937771,0.05365174,0.0005136933,0.02077941,0.0005029718,0.0006527672,0.007902716,0.2501713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7668601,"threshold_uncertainty_score":0.9996715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445496209308385,"score_gpt":0.3010354591696207,"score_spread":0.2765804970765368,"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."}}