{"id":"W4382653044","doi":"10.1002/9781119873747.ch7","title":"DRL at the Network Layer","year":2023,"lang":"en","type":"other","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer network; Computer science; Network layer; Slicing; Distributed computing; Network management; Network topology; Wireless network; Layer (electronics); Wireless; Telecommunications; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001860699,0.0002030138,0.0001891507,0.0000302881,0.0001146116,0.0001112713,0.001153714,0.0001968146,0.002609242],"category_scores_gemma":[0.00001187106,0.000115976,0.0001053928,0.0004758033,0.00003763895,0.0000313429,0.0008004508,0.0001712498,0.006038639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002788394,"about_ca_system_score_gemma":0.00002598879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002315999,"about_ca_topic_score_gemma":0.003004534,"domain_scores_codex":[0.9987977,0.00003917959,0.0001243041,0.0004073395,0.0002422923,0.0003892113],"domain_scores_gemma":[0.9985307,0.0002467959,0.00008473574,0.001067739,0.00001145287,0.00005860473],"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":[3.90186e-7,0.000002835023,0.0001516318,0.000002310035,0.00002546637,0.000008819021,0.00001137813,0.0001380483,3.43301e-8,0.01605999,0.9708038,0.01279531],"study_design_scores_gemma":[0.00006084262,0.00000934941,0.0001529842,0.00004628298,0.00000588082,0.000003809624,8.262213e-7,0.001406814,6.718483e-7,0.001113871,0.9970226,0.0001760552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.800958e-7,0.002168888,0.08859271,0.001497724,0.003182428,0.0001847768,0.000002669473,0.00354889,0.9008214],"genre_scores_gemma":[0.00002078228,0.0003744887,0.00370809,0.001834867,0.001785764,0.00002604231,0.000003084864,0.000407114,0.9918398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09101833,"threshold_uncertainty_score":0.9983025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202854128672699,"score_gpt":0.2363739796017547,"score_spread":0.2160885667344848,"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."}}