{"id":"W4387546305","doi":"10.1109/tnse.2023.3321833","title":"Controlling Networks of Imitative Agents","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Network Science and Engineering","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"European Research Council","keywords":"Stochastic game; Incentive; Computer science; Convergence (economics); Imitation; Mathematical optimization; Asynchronous communication; Range (aeronautics); Mathematical economics; Mathematics; Economics; Microeconomics; 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":[0.001187291,0.0005482595,0.0004974161,0.0005164519,0.0005610155,0.001169832,0.001379701,0.0007788208,0.001815273],"category_scores_gemma":[0.007123817,0.0003192757,0.0003276771,0.0003936523,0.001243814,0.001738741,0.001537733,0.0007709952,0.0003396215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009092916,"about_ca_system_score_gemma":0.0005031502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652753,"about_ca_topic_score_gemma":0.001325907,"domain_scores_codex":[0.9993854,0.0002090121,0.00002686891,0.0001731304,0.0001229917,0.00008263793],"domain_scores_gemma":[0.9971765,0.001515068,0.0006151595,0.0002764174,0.0001968128,0.0002200179],"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":[0.0001022863,0.00004673683,0.001362361,0.00006874024,0.00004265175,0.0001188445,0.0001820089,0.8760016,0.008444102,0.08696327,0.000872942,0.02579445],"study_design_scores_gemma":[0.00001433453,0.0000308102,0.0001845376,0.000006235402,0.000008125807,0.00002336873,0.00002207616,0.9783101,0.001112911,0.01928726,0.00099358,0.00000660248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1434537,0.000313377,0.843192,0.0004279587,0.00007849787,0.00008127137,0.00005157884,0.0005043048,0.01189729],"genre_scores_gemma":[0.9583346,0.00019196,0.03771691,0.00005831308,0.0000316051,0.0001259206,0.00002843118,0.00003699447,0.003475282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001815273,"threshold_uncertainty_score":0.006597459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193124270948694,"score_gpt":0.2667046856753285,"score_spread":0.247392258580459,"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."}}