{"id":"W2753056641","doi":"10.2139/ssrn.3024021","title":"Robust Stochastic Games and Systemic Risk","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Systemic risk; Computer science; Economics; Keynesian economics","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":[0.001223804,0.0001160911,0.0002564057,0.0001270203,0.0009986077,0.0002519716,0.0002763103,0.0000781089,0.00002099299],"category_scores_gemma":[0.0003669762,0.0001222011,0.00008876088,0.00003886981,0.00008804797,0.0002927686,0.00004990342,0.0008339642,0.00009234192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055933,"about_ca_system_score_gemma":0.0002133984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003348918,"about_ca_topic_score_gemma":0.0006058406,"domain_scores_codex":[0.998391,0.00001030898,0.0003530729,0.0002178397,0.00003329373,0.0009945015],"domain_scores_gemma":[0.9988868,0.00002747204,0.0006683219,0.0003108351,0.0000296291,0.00007697764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001405018,0.00001926206,0.1225751,0.00000437208,0.00006829255,0.000001401749,0.0001338881,0.0005500184,0.000002943371,0.8603785,0.00007180456,0.01618033],"study_design_scores_gemma":[0.0007956607,0.0001272998,0.2641795,0.00002934909,0.00002510035,0.00042331,0.0003241283,0.003248561,9.286928e-7,0.7290336,0.001563855,0.0002486693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8174431,0.01733578,0.1620924,0.0004096763,0.0005624224,0.0001140863,0.00003833347,0.00001877966,0.001985468],"genre_scores_gemma":[0.9883781,0.009387223,0.00008006247,0.000004154135,0.0004813465,0.000004864052,0.000001430873,0.00001792446,0.001644858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1709351,"threshold_uncertainty_score":0.7680584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052211823174831,"score_gpt":0.2127722298093019,"score_spread":0.1922501115775535,"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."}}