{"id":"W4323646077","doi":"10.1109/fnwf55208.2022.00030","title":"An Architecture for Autonomic Networks","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Computer science; Computer architecture; Software architecture; Multilayered architecture; Architecture; Software architecture description; Architectural pattern; Reference architecture; Database-centric architecture; Resource-oriented architecture; Software; Network architecture; Applications architecture; Space-based architecture; Software engineering; Distributed computing; Software design; Programming language; Computer network; Software development","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":[],"consensus_categories":[],"category_scores_codex":[0.0003243175,0.00006547692,0.00007800246,0.00004472626,0.0001450367,0.00002840532,0.0007812127,0.00001467178,0.00001236667],"category_scores_gemma":[0.00005236806,0.0000628119,0.00003371063,0.0001205083,0.000009216518,0.0001166306,0.0002336717,0.0001243538,6.308698e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004263254,"about_ca_system_score_gemma":0.00002011179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001705135,"about_ca_topic_score_gemma":7.911766e-7,"domain_scores_codex":[0.9993989,0.00006185184,0.00007427811,0.0002250504,0.00005741181,0.000182523],"domain_scores_gemma":[0.9991356,0.0004008758,0.00002114601,0.0003983496,0.000008914586,0.00003514215],"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":[0.000002148946,0.000005804467,0.000006540292,8.37513e-7,0.000002162455,7.18302e-7,0.0000809186,0.9110867,0.0001135554,0.02809063,0.0002371073,0.06037282],"study_design_scores_gemma":[0.0001355737,0.0001974777,0.0002116502,4.733431e-7,0.000001212547,0.00001408088,0.00002100039,0.9150767,0.0002394488,0.06070291,0.0232407,0.0001587759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005313377,0.0000525588,0.9974523,0.0002737388,0.000572632,0.0001246796,0.000001470896,0.0009313269,0.00006001947],"genre_scores_gemma":[0.06907038,5.680018e-7,0.930262,0.0003307092,0.00005039747,0.0001076212,0.000002573704,0.000008333481,0.0001674026],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06853904,"threshold_uncertainty_score":0.2561395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599141819264615,"score_gpt":0.2864655030635519,"score_spread":0.2604740848709057,"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."}}