{"id":"W1985525333","doi":"10.1109/tsp.2012.2215603","title":"Average-Consensus in a Deterministic Framework—Part I: Strong Connectivity","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Signal Processing","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Node (physics); Computer science; Algorithm; Network topology; Consensus algorithm; Order (exchange); Path (computing); Discrete mathematics; Theoretical computer science; Mathematics; Computer network; Engineering","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":[0.001412683,0.0006855394,0.000885456,0.0006473218,0.0007105315,0.001180802,0.001422407,0.001054091,0.001289201],"category_scores_gemma":[0.00570443,0.0003327476,0.0007357814,0.0008842444,0.001538749,0.002622069,0.001225651,0.00113599,0.000174353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341558,"about_ca_system_score_gemma":0.001215962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003030453,"about_ca_topic_score_gemma":0.002124201,"domain_scores_codex":[0.9984623,0.0004546715,0.00007431555,0.000426798,0.0004196917,0.0001622564],"domain_scores_gemma":[0.9972491,0.001765736,0.0004305382,0.0001770411,0.0002723426,0.0001052251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004502638,0.00002291757,0.0005580782,0.0001271362,0.00004405505,0.0001374994,0.00006520794,0.8080062,0.00194213,0.1776129,0.0007947602,0.01064401],"study_design_scores_gemma":[0.0000100797,0.00003381863,0.0001688824,0.000006561833,0.00001168245,0.00003661293,0.00001587781,0.9396692,0.0004169452,0.05878505,0.0008363665,0.000009026334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03049516,0.0007929099,0.9626817,0.0006262625,0.00006059247,0.00003950938,0.00008435006,0.0001080251,0.005111483],"genre_scores_gemma":[0.9496725,0.001073734,0.04520379,0.0001453893,0.0001803255,0.000156407,0.0001333768,0.00003584359,0.003398712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003030453,"threshold_uncertainty_score":0.009733677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03635120828199561,"score_gpt":0.2800239288123439,"score_spread":0.2436727205303483,"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."}}