{"id":"W2216175676","doi":"10.1109/cit/iucc/dasc/picom.2015.254","title":"Distributed Black Virus Decontamination and Rooted Acyclic Orientations","year":2015,"lang":"en","type":"article","venue":"","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Asynchronous communication; Network topology; Computer science; Topology (electrical circuits); Graph; Distributed computing; Computer network; Mathematics; Theoretical computer science; Combinatorics","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":[],"consensus_categories":[],"category_scores_codex":[0.000778558,0.0005078965,0.0005079369,0.0005835993,0.0007151605,0.0009742675,0.001072164,0.0006548991,0.001794709],"category_scores_gemma":[0.003687452,0.0003213553,0.000391755,0.0006968002,0.001312653,0.001694623,0.00140159,0.0008463721,0.0002497185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254802,"about_ca_system_score_gemma":0.001115918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426318,"about_ca_topic_score_gemma":0.004739949,"domain_scores_codex":[0.9991688,0.0002783572,0.00003079598,0.0001833771,0.0001858132,0.0001528163],"domain_scores_gemma":[0.9977735,0.0009855228,0.0005435423,0.000336362,0.0001720837,0.000188966],"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":[0.0003108412,0.0001654519,0.002075941,0.0001924021,0.00004522063,0.0001799385,0.0003667602,0.7306358,0.01689911,0.1647666,0.002345801,0.08201616],"study_design_scores_gemma":[0.00004517838,0.00009406064,0.0005516388,0.00001988246,0.00001960455,0.00008488575,0.0001714038,0.8968332,0.006601015,0.09138501,0.004176114,0.00001801315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1248978,0.000273349,0.8681553,0.0003700527,0.00003586355,0.0001396458,0.0001213225,0.0004624871,0.00554422],"genre_scores_gemma":[0.7848598,0.000321448,0.2099582,0.000103747,0.00002690601,0.0001309897,0.0002687809,0.00009724209,0.004232894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003426318,"threshold_uncertainty_score":0.009104252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03641267515240541,"score_gpt":0.2880084743089313,"score_spread":0.2515957991565259,"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."}}