{"id":"W1710565176","doi":"10.2139/ssrn.2192572","title":"Taxation and Regulation of Banks to Manage Systemic Risk","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Systemic risk; Insolvency; Economics; Externality; Macroprudential regulation; Debt; Capital (architecture); Monetary economics; Financial crisis; Microeconomics; Finance; Macroeconomics","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":[0.003501612,0.0000915979,0.0002047679,0.0002635114,0.0001239864,0.00002771321,0.000110299,0.00006833242,0.00003419776],"category_scores_gemma":[0.0002451204,0.0001010563,0.00005441192,0.0002568528,0.00002767952,0.0003138467,0.00002442008,0.0003352633,0.00003699283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081639,"about_ca_system_score_gemma":0.00006047492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272269,"about_ca_topic_score_gemma":0.00007765977,"domain_scores_codex":[0.998412,0.00004094384,0.0005261017,0.0001640127,0.00005744699,0.0007995218],"domain_scores_gemma":[0.9987928,0.00003651771,0.0008817458,0.0001837498,0.00004635622,0.00005884919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001071981,0.00003598459,0.3849398,0.00001676818,0.00002901932,1.805625e-8,0.0006665092,0.0003957746,0.00008646118,0.6054483,0.000008337642,0.008362299],"study_design_scores_gemma":[0.0002800845,0.00009833242,0.7353438,0.0000177818,0.0000136444,0.000059793,0.0001541543,0.001063065,0.00004428759,0.2622557,0.0005375548,0.0001318157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.917462,0.007075913,0.07409953,0.0001026657,0.0002011116,0.0001677517,0.000008435471,0.00001266721,0.0008699115],"genre_scores_gemma":[0.9984099,0.0007764089,0.0003120775,0.000009778686,0.0001476149,0.000003691615,0.000002459223,0.00001437818,0.0003237342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350404,"threshold_uncertainty_score":0.4120956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008923646276027257,"score_gpt":0.2056809278261164,"score_spread":0.1967572815500891,"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."}}