{"id":"W2887474987","doi":"","title":"Distributed Coordination of Massively Multi-Agent Systems.","year":2006,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Distributed computing; Scalability; Massively parallel; Resource (disambiguation); Key (lock); Computer network; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.0002518258,0.0001183385,0.0002000063,0.00007144811,0.00006589793,0.0001167032,0.0005455301,0.0000574292,0.000003208148],"category_scores_gemma":[0.0000188737,0.0001015532,0.00006515421,0.0004039443,0.00002340452,0.0001654261,0.0001089105,0.00005050981,0.00005356998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005020952,"about_ca_system_score_gemma":0.00003873721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000548068,"about_ca_topic_score_gemma":0.000006944807,"domain_scores_codex":[0.9987845,0.00008351851,0.0004062503,0.0002537114,0.0002604218,0.0002115625],"domain_scores_gemma":[0.9991122,0.0000589893,0.0002174369,0.0003470661,0.0002180461,0.00004626377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006343695,0.0005947462,0.01575266,0.0002084682,0.00006124836,0.00003164121,0.0001344493,0.1281909,0.003734803,0.780866,0.06907804,0.0013408],"study_design_scores_gemma":[0.0007602274,0.00005625001,0.03085957,0.00006235241,0.000006829556,0.0000206132,0.00003480016,0.9479946,0.0007269585,0.000296903,0.01893536,0.0002455189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009763403,0.0001313825,0.986766,0.0001823554,0.0005485872,0.0001858602,0.00004064736,0.0002247092,0.00215707],"genre_scores_gemma":[0.9911886,5.097989e-7,0.0072257,0.000009887564,0.00005075839,0.000008156387,0.00009956123,0.000004647707,0.001412121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9814252,"threshold_uncertainty_score":0.4141221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684363209688083,"score_gpt":0.2327048539607367,"score_spread":0.2158612218638559,"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."}}