{"id":"W2028706080","doi":"10.1109/acc.2012.6314712","title":"Average consensus on arbitrary strongly connected digraphs with dynamic topologies","year":2012,"lang":"en","type":"article","venue":"","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Network topology; Computer science; Topology (electrical circuits); Computer network; Discrete mathematics; Combinatorics; Distributed computing; Mathematics","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":[0.0009082634,0.0003878185,0.0004783684,0.0007173397,0.000476908,0.0006647612,0.0008192588,0.0005341989,0.0006922493],"category_scores_gemma":[0.003657335,0.0002798889,0.0004313845,0.0005830611,0.001015496,0.001376878,0.001079545,0.0004464315,0.0001076622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007422295,"about_ca_system_score_gemma":0.0006064091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094349,"about_ca_topic_score_gemma":0.001646809,"domain_scores_codex":[0.9995103,0.0001848891,0.00002988487,0.0001240694,0.00009838489,0.00005244613],"domain_scores_gemma":[0.9984887,0.0009037094,0.0002159928,0.0001802728,0.0001281538,0.00008315756],"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":[0.0001100309,0.00002954749,0.0009330325,0.0000887734,0.00005483699,0.0002138124,0.0001680307,0.8118417,0.008597409,0.1490948,0.0004599376,0.0284081],"study_design_scores_gemma":[0.00002323841,0.00004051548,0.0002674343,0.00000506072,0.0000114352,0.00004102815,0.00002462005,0.9138513,0.001728197,0.08320031,0.0007996222,0.000007242479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.102345,0.00007970199,0.8951537,0.0001607016,0.0000120039,0.0000339996,0.00004472706,0.0001572617,0.002012924],"genre_scores_gemma":[0.8899342,0.0001476843,0.1076082,0.00007254998,0.00001765865,0.00007246734,0.0001518929,0.00003073393,0.001964637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001094349,"threshold_uncertainty_score":0.00538528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252982843129597,"score_gpt":0.2315937049854373,"score_spread":0.2190638765541414,"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."}}