{"id":"W2293377542","doi":"","title":"Selective Gossip","year":2009,"lang":"en","type":"article","venue":"IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gossip; Computer science; Coding (social sciences); Algorithm; Theoretical computer science; Focus (optics); Gossip protocol; Wireless sensor network; Mathematics; Computer network; Statistics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003587577,0.000425772,0.000392373,0.0005606872,0.0002363203,0.0004087683,0.001301845,0.000125127,0.000006979904],"category_scores_gemma":[0.000281191,0.0004292974,0.0001372828,0.0009982553,0.000094829,0.002325959,0.00006568091,0.0005379759,0.00007900118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006451554,"about_ca_system_score_gemma":0.0001643546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005373064,"about_ca_topic_score_gemma":0.00001374934,"domain_scores_codex":[0.9964034,0.0001645194,0.0007725672,0.001037753,0.001094325,0.0005274222],"domain_scores_gemma":[0.9976211,0.0006539212,0.0004766061,0.0002518636,0.0008539305,0.0001425962],"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":[0.0001779311,0.0005523423,0.0004074399,0.000008848193,0.00003301205,0.00006203348,0.0004691278,0.7973552,0.000399062,0.01485901,0.00006860433,0.1856074],"study_design_scores_gemma":[0.002041337,0.0001067702,0.01216913,0.0004528816,0.000004362986,0.00002890827,0.00014169,0.9687927,0.0003993245,0.01433083,0.001037139,0.0004949582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002475841,0.0007737936,0.9891087,0.001697604,0.00127249,0.0004331021,0.00002800096,0.0002812572,0.003929201],"genre_scores_gemma":[0.8469715,0.00002727287,0.1515073,0.0008724954,0.0002268513,0.00005374719,0.00002492978,0.00001890788,0.0002969393],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8444957,"threshold_uncertainty_score":0.9998159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04402449540885355,"score_gpt":0.3440752519543486,"score_spread":0.3000507565454951,"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."}}