{"id":"W3121519646","doi":"10.1002/jae.2666","title":"Systemic risk and bank business models","year":2018,"lang":"en","type":"preprint","venue":"Journal of Applied Econometrics","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"De Nederlandsche Bank; Deutsche Bundesbank","keywords":"Systemic risk; Linkage (software); Financial institution; Business; Soundness; Scope (computer science); Financial system; Economics; Financial crisis; Finance; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004207891,0.0004640705,0.001664005,0.003229523,0.0001743431,0.0003809036,0.0008669303,0.0006345999,0.0001667435],"category_scores_gemma":[0.000516023,0.0005263129,0.0002935531,0.001503303,0.0002286457,0.000360998,0.0005802325,0.0009531878,0.00008997655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006691833,"about_ca_system_score_gemma":0.000190205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000564282,"about_ca_topic_score_gemma":0.000004175884,"domain_scores_codex":[0.9956404,0.00002721162,0.002903299,0.0008509458,0.0001381847,0.0004399729],"domain_scores_gemma":[0.9920452,0.0002875675,0.006117987,0.0008637097,0.0004787501,0.0002068438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000323988,0.001094282,0.1992584,0.003285846,0.001324604,0.00001572818,0.004274805,0.3975425,0.000007539782,0.3622097,0.002659287,0.02800336],"study_design_scores_gemma":[0.001470907,0.000127422,0.09210329,0.0001872381,0.0001414576,0.00009421872,0.0001197567,0.04218563,0.00001467356,0.8588519,0.003660035,0.001043455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870968,0.01559676,0.09377575,0.00009894095,0.002666609,0.0005545935,0.0003931892,0.00003890636,0.01590721],"genre_scores_gemma":[0.9871938,0.005807649,0.005975565,0.00004226589,0.00082457,0.00001487308,0.00001429677,0.00007796061,0.0000490612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4966423,"threshold_uncertainty_score":0.9997188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606816122549816,"score_gpt":0.2177320278927704,"score_spread":0.1816638666672722,"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."}}