{"id":"W2022943116","doi":"10.1016/j.jfs.2006.06.002","title":"Measuring financial stress in a developed country: An application to Canada","year":2006,"lang":"en","type":"article","venue":"Journal of Financial Stability","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":559,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Financial crisis; Index (typography); Variable (mathematics); Finance; Economics; Financial analysis; Business; Financial system; Macroeconomics; Computer science; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00213641,0.0001712518,0.0005159105,0.000206618,0.0001254671,0.00004954373,0.0003800954,0.000120087,0.00003444994],"category_scores_gemma":[0.001286412,0.0002015971,0.00006769215,0.0008240556,0.00004933508,0.0002723252,0.00004174526,0.0002592892,0.000003859645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672641,"about_ca_system_score_gemma":0.001351174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3328253,"about_ca_topic_score_gemma":0.8830022,"domain_scores_codex":[0.9974679,0.00005018449,0.001538148,0.000385472,0.0001925999,0.000365657],"domain_scores_gemma":[0.9984602,0.00006816028,0.0007185373,0.0003508745,0.0002907137,0.0001114927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009267899,0.0004175821,0.9697086,0.00004195961,0.000002148415,0.000004556988,0.0003597013,0.004266341,0.0001481236,0.02038892,0.0001076127,0.004461781],"study_design_scores_gemma":[0.0004199826,0.00007023434,0.9738159,0.00002043452,0.000002527917,0.00000262705,0.00001944379,0.0004163584,0.0003819509,0.0164403,0.008194546,0.0002157534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889265,0.0002991894,0.00904721,0.0002938265,0.0004554076,0.000331641,0.000171333,0.000009861585,0.0004650594],"genre_scores_gemma":[0.9984325,0.000004063276,0.0011253,0.00008652241,0.000308453,0.00001334776,0.000008711957,0.00001389929,0.000007190191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.550177,"threshold_uncertainty_score":0.8220892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236234267715728,"score_gpt":0.2131767470166528,"score_spread":0.1908144043394955,"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."}}