{"id":"W4311651252","doi":"10.1109/nfv-sdn56302.2022.9974799","title":"Keynotes","year":2022,"lang":"en","type":"article","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Concordia University","funders":"Alexander von Humboldt-Stiftung","keywords":"Computer science; Emerging technologies; Network security; Network management; Computer security; Computer network; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002393733,0.0009523196,0.0007468758,0.001260932,0.003072142,0.004448779,0.001761419,0.004123244,0.3923824],"category_scores_gemma":[0.01463354,0.000305535,0.0007997344,0.001020284,0.0007204332,0.003647127,0.002999736,0.007607179,0.2435156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002625647,"about_ca_system_score_gemma":0.003060879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245569,"about_ca_topic_score_gemma":0.005083714,"domain_scores_codex":[0.9978312,0.0003135842,0.0001442496,0.0004536222,0.0009208046,0.0003365669],"domain_scores_gemma":[0.9938351,0.001486833,0.0002465949,0.0003987684,0.002586781,0.001446063],"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":[0.00003051275,0.000009661557,0.00003534826,0.0000425366,0.000001451563,0.00004163756,0.00003107809,0.00001368013,0.00009373741,0.003809767,0.9871362,0.008754395],"study_design_scores_gemma":[0.000006470985,0.000007464769,0.00009359227,0.00004609398,0.000002039898,0.00004229119,0.00005486056,0.00001807175,0.0000781798,0.0009805121,0.9986666,0.000003810548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0006938293,0.007175007,0.002067627,0.1555008,0.46051,0.0003377528,0.003166987,0.000882684,0.3696653],"genre_scores_gemma":[0.007890034,0.00357216,0.0007617451,0.05274951,0.05659316,0.0002829931,0.001751809,0.0004972,0.8759013],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6076176,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008522173259506924,"score_gpt":0.1899550897349323,"score_spread":0.1814329164754254,"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."}}