{"id":"W2920080563","doi":"10.34989/san-2016-5","title":"Implementing Market-Based Indicators to Monitor Vulnerabilities of Financial Institutions","year":2021,"lang":"en","type":"article","venue":"","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Humanities; Political science; Business; Welfare economics; Actuarial science; Economics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005244741,0.0001133117,0.0003008823,0.0003343857,0.0001912257,0.00003368495,0.0001578918,0.00005646463,0.001357512],"category_scores_gemma":[0.000355063,0.0001375654,0.0001253386,0.0006994367,0.00004709772,0.0001185272,0.0001146893,0.00008369538,0.0001345314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007374851,"about_ca_system_score_gemma":0.00009885009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003095363,"about_ca_topic_score_gemma":0.0002385472,"domain_scores_codex":[0.9986549,0.00001242402,0.0006233118,0.0003070308,0.00004936685,0.0003529617],"domain_scores_gemma":[0.9993691,0.00003546734,0.0001709345,0.0003070438,0.00005617083,0.00006123271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001575679,0.0001464795,0.1296161,0.00006601556,0.00001763397,0.000006282582,0.0002221177,0.0001920784,0.00003063948,0.8531072,0.004610897,0.01196886],"study_design_scores_gemma":[0.0006371772,0.00007979498,0.3890465,0.0000396667,0.000008123839,4.599102e-7,0.000291182,0.0002185396,0.005637098,0.009077758,0.5946056,0.0003581096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7137579,0.0004935052,0.03486814,0.0008436503,0.0007503248,0.0003019946,0.0003247017,0.0000463686,0.2486134],"genre_scores_gemma":[0.9919982,0.00003844153,0.00479064,0.0006675076,0.0001002636,0.00005516292,0.0000144238,0.00001062558,0.002324767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8440294,"threshold_uncertainty_score":0.9995554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578113151788641,"score_gpt":0.2489722025678111,"score_spread":0.2231910710499247,"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."}}