{"id":"W4387198129","doi":"10.1007/978-3-031-44274-2","title":"Stabilization, Safety, and Security of Distributed Systems","year":2023,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Indian Statistical Institute; Nanjing Institute of Technology; Università di Pisa; Université Paris-Saclay; Universidad Nacional Autónoma de México; National Taiwan University; Université Paris Diderot; Universität Salzburg; Centre National de la Recherche Scientifique; Sapienza Università di Roma; Microsoft Research; University of Waterloo; Indian Institute of Technology Madras; University of Thessaly; Universidad de Chile; Technische Universiteit Delft; Università degli Studi di Perugia; Universidad Politécnica de Madrid; Agence Nationale de la Recherche; University of Cyprus; Augusta University; Banaras Hindu University; Institut national de recherche en informatique et en automatique (INRIA); Kent State University; Sorbonne Université; Università degli Studi di Milano; University of Texas at Austin; University of Nevada, Reno; Arizona State University; Universidad de Concepción; Indian Institute of Technology Jodhpur; Boston College; University of Ottawa; Indian Institute of Technology Bhilai; Johns Hopkins University; Aix-Marseille Université; Université de Strasbourg","keywords":"Computer science; Computer security; Distributed computing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001433058,0.000343817,0.0005618986,0.000617603,0.0002115936,0.0003657241,0.002266975,0.0001960653,0.000001050553],"category_scores_gemma":[0.0001626785,0.0003070386,0.00007045265,0.001844529,0.000564726,0.00006206645,0.002786285,0.0003999134,0.000006469025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859795,"about_ca_system_score_gemma":0.000443943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004683723,"about_ca_topic_score_gemma":0.00002895383,"domain_scores_codex":[0.9966867,0.00009909858,0.0006433575,0.001162589,0.0009147388,0.0004935028],"domain_scores_gemma":[0.9974318,0.0006786742,0.0003621525,0.001139703,0.0002622627,0.0001253654],"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":[0.000005963491,0.00004778836,0.0002529536,0.0005176965,0.00002512759,0.00004380795,0.001833466,0.8810797,0.000008458029,0.01297813,0.0003231021,0.1028838],"study_design_scores_gemma":[0.0002030097,0.00008950592,0.0003506651,0.0005480346,0.000007462072,0.0000163496,8.728993e-7,0.9662454,0.00002974956,0.03045468,0.001722775,0.0003314626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004875743,0.0005419632,0.9957681,0.0003842289,0.001630155,0.000417675,0.00002089552,0.000250034,0.0004994029],"genre_scores_gemma":[0.9332342,0.0002557845,0.06047642,0.0005703192,0.001459389,0.00002884096,0.00009753624,0.0001384591,0.003739042],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9352916,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009840999956465538,"score_gpt":0.2264830995463797,"score_spread":0.2166420995899141,"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."}}