{"id":"W2060243629","doi":"10.1145/2492517.2492587","title":"Visualizing the network of software agents for verification of multiagent systems","year":2013,"lang":"en","type":"article","venue":"","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures","keywords":"Computer science; Novelty; Software deployment; Distributed computing; Visualization; Multi-agent system; Software; Software engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000932807,0.0008024452,0.0003616135,0.001765117,0.0004823943,0.001078695,0.0005971609,0.0005336758,0.004287803],"category_scores_gemma":[0.004238714,0.0002986632,0.0005309714,0.0007226628,0.0003268917,0.001647154,0.001060619,0.0008606677,0.0004087604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997087,"about_ca_system_score_gemma":0.000445892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155649,"about_ca_topic_score_gemma":0.001090892,"domain_scores_codex":[0.9993098,0.0003623775,0.00004523095,0.0000750882,0.000174696,0.00003286329],"domain_scores_gemma":[0.9976898,0.001322445,0.0002332395,0.0003726283,0.0002714612,0.0001104504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006340754,0.0001972056,0.006836066,0.00115907,0.0001071264,0.001183445,0.00427236,0.1799682,0.1440423,0.08817127,0.009574549,0.5638543],"study_design_scores_gemma":[0.00005111022,0.0001295667,0.002723095,0.0001665982,0.00003730004,0.0006546382,0.0005990587,0.8908232,0.04236974,0.0340744,0.02831547,0.00005579043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02659983,0.0004245665,0.9663929,0.0002403137,0.00004858169,0.0001158197,0.0002234297,0.003559638,0.002394972],"genre_scores_gemma":[0.3086938,0.0005271321,0.6888755,0.00002983435,0.00002807231,0.0001802786,0.0003591571,0.0003269857,0.0009792794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004287803,"threshold_uncertainty_score":0.01434416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389492755492057,"score_gpt":0.2808509434350778,"score_spread":0.2369560158801572,"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."}}