{"id":"W3137879217","doi":"10.1109/tcns.2021.3065655","title":"Rationality, Imitation, and Rational Imitation in Spatial Public Goods Games","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Control of Network Systems","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Imitation; Mathematical economics; Computer science; Nash equilibrium; Tragedy of the commons; Artificial intelligence; Mathematics; Psychology; Commons","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":[0.001257132,0.0001111214,0.0002261155,0.0001064618,0.0004372435,0.0001040677,0.00007544859,0.0001240098,0.0001098562],"category_scores_gemma":[0.00008160825,0.0001241369,0.0000632327,0.0004551761,0.0001627778,0.000483805,7.473375e-7,0.0001353033,0.000007390994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140409,"about_ca_system_score_gemma":0.0004830214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003867088,"about_ca_topic_score_gemma":0.009799471,"domain_scores_codex":[0.9973787,0.001261621,0.0004897625,0.000238791,0.0004178021,0.0002133426],"domain_scores_gemma":[0.9983903,0.000820688,0.0001510799,0.0001205559,0.0004396056,0.00007783524],"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":[0.0002735255,0.0004004005,0.004099996,0.00005493069,0.0001180462,0.000006293471,0.003342916,0.5495946,0.001101627,0.4298997,0.0004048844,0.0107031],"study_design_scores_gemma":[0.02602599,0.001470269,0.1535508,0.001388138,0.0006456969,0.0001077812,0.03149367,0.6662358,0.001345769,0.07868885,0.035981,0.003066187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04144674,0.0009059242,0.9484863,0.004168685,0.0014396,0.0005765836,0.00004710421,0.00005132927,0.002877726],"genre_scores_gemma":[0.9984315,0.0001370714,0.0001627092,0.0001373038,0.0004112436,0.0001125861,0.00002689889,0.000008848842,0.0005718446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9569848,"threshold_uncertainty_score":0.5468335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543521779580124,"score_gpt":0.2731070465466073,"score_spread":0.247671828750806,"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."}}