{"id":"W3008234680","doi":"10.34989/san-2020-3","title":"A Financial Stability Analysis of Zombie Firms in Canada","year":2020,"lang":"en","type":"article","venue":"Staff Analytical Notes","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Zombie; Financial stability; Business; Stability (learning theory); Financial system; Economics; Finance; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005500076,0.0002571072,0.0003953345,0.00527933,0.003258097,0.002235616,0.001016432,0.0004664995,0.002904336],"category_scores_gemma":[0.003509268,0.0002349198,0.0005034944,0.010023,0.000723101,0.0005400772,0.001068585,0.0006953604,0.0001485915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04835689,"about_ca_system_score_gemma":0.04158211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987313,"about_ca_topic_score_gemma":0.9990012,"domain_scores_codex":[0.9993156,0.00003328843,0.00003139942,0.00007360947,0.0001592866,0.0003867158],"domain_scores_gemma":[0.99606,0.0002692795,0.0008660477,0.00007267161,0.001986798,0.0007451983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234504,0.0000392176,0.979836,0.00008233798,0.00009890099,0.0002510991,0.001835521,0.00171288,0.0004940818,0.0023901,0.003205894,0.009930616],"study_design_scores_gemma":[0.000006101996,0.00001091381,0.9939119,0.00003305756,0.0000277946,0.00003259329,0.001966797,0.002056808,0.000114287,0.00007518074,0.001751726,0.00001273815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880018,0.0009187327,0.0001949148,0.0007477768,0.000005805256,0.00004591507,0.007036363,0.00001204876,0.003036709],"genre_scores_gemma":[0.994888,0.0005051068,0.0002220141,0.00006625144,0.000004528457,0.00001297924,0.002738462,0.000004878294,0.001557864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04835689,"threshold_uncertainty_score":0.3508555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04881644234590464,"score_gpt":0.2229488035244257,"score_spread":0.174132361178521,"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."}}