{"id":"W4399120171","doi":"10.1109/drcn60692.2024.10539156","title":"IEEE DRCN 2024","year":2024,"lang":"en","type":"article","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Computer science; Panel discussion; Telecommunications; Field (mathematics); Reliability (semiconductor); Engineering management; Engineering; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001232313,0.0009938243,0.0006107483,0.0009504796,0.0007670139,0.003187661,0.001389017,0.002196279,0.201497],"category_scores_gemma":[0.001483934,0.0003077789,0.0003458327,0.001092965,0.0005283842,0.001787812,0.001189138,0.002048814,0.1861292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079904,"about_ca_system_score_gemma":0.001575718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005788973,"about_ca_topic_score_gemma":0.007245677,"domain_scores_codex":[0.9993886,0.00008597857,0.00002612551,0.0001039443,0.0003096494,0.00008571683],"domain_scores_gemma":[0.9988158,0.0000740355,0.00002843108,0.0001190111,0.0007852184,0.000177479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007514028,0.00003670622,0.0001497809,0.00009800159,0.000009459357,0.00007078953,0.00002155375,0.0005751672,0.001989074,0.007180025,0.8474388,0.1423555],"study_design_scores_gemma":[0.000005784795,0.00001853675,0.0001135604,0.00003872649,0.000003355059,0.00004764885,0.00001391719,0.0008011862,0.0003816471,0.001127831,0.9974421,0.000005674454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002050589,0.008783982,0.04766306,0.009278778,0.02939484,0.0003359142,0.002369395,0.002477964,0.8976455],"genre_scores_gemma":[0.007249291,0.004529675,0.006393869,0.0016636,0.002049402,0.0001333805,0.003247838,0.000384688,0.9743483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.798503,"threshold_uncertainty_score":0.6740746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237836747522423,"score_gpt":0.2390615117873943,"score_spread":0.2266831443121701,"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."}}