{"id":"W3204157447","doi":"10.17762/de.vi.4924","title":"An Ensemble Approach to Control Network Traffic on IoT","year":2021,"lang":"en","type":"article","venue":"Design Engineering","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Network packet; Interrupt; Internet of Things; Computer network; Computer security; Server; Task (project management); Embedded system; Microcontroller; Engineering","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":[0.0006162499,0.0005729132,0.0006728932,0.0006060206,0.0005076663,0.0008208847,0.000664359,0.0004396589,0.001286953],"category_scores_gemma":[0.001244038,0.000203654,0.0005110918,0.0005005923,0.0003318656,0.0008125423,0.0005930532,0.0006556507,0.0002316312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005597411,"about_ca_system_score_gemma":0.000516275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004257056,"about_ca_topic_score_gemma":0.005517395,"domain_scores_codex":[0.9995245,0.00007598847,0.00002547743,0.0001317443,0.0001824796,0.00005990483],"domain_scores_gemma":[0.9995338,0.0001421838,0.00005400952,0.00004691448,0.0001922105,0.00003094595],"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":[0.000088327,0.00008432202,0.001917962,0.000038327,0.000064516,0.00008565103,0.000088311,0.8750637,0.01002162,0.01109823,0.0009132042,0.1005359],"study_design_scores_gemma":[8.632089e-7,0.00001486593,0.0001486988,0.000001118308,0.000004411466,0.000007076379,0.000004288792,0.9981547,0.0003636919,0.001056516,0.0002417183,0.000002094197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04469045,0.0002356597,0.9496488,0.0001441829,0.0000774686,0.00003768777,0.00004195122,0.0004282607,0.004695492],"genre_scores_gemma":[0.923691,0.000285271,0.07145357,0.00008587579,0.00009914833,0.00007765923,0.0001009101,0.00006218376,0.0041444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004257056,"threshold_uncertainty_score":0.008464575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506478511024161,"score_gpt":0.1997826997497045,"score_spread":0.1847179146394629,"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."}}