{"id":"W7098808940","doi":"","title":"Estimation of the Default Risk of Publicly Traded Canadian Companies.” Forthcoming Bank of Canada Working Paper","year":2006,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estimation; Default risk; Credit risk; Risk management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003933058,0.000578073,0.0006512468,0.002379606,0.001134028,0.002615196,0.001610725,0.00110764,0.00340231],"category_scores_gemma":[0.01345045,0.0004428284,0.0009415092,0.003289389,0.000727194,0.0008666422,0.0009011106,0.001809477,0.0003871309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02483979,"about_ca_system_score_gemma":0.02248262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836884,"about_ca_topic_score_gemma":0.9853541,"domain_scores_codex":[0.9987134,0.0002648216,0.00009020075,0.0001526674,0.0003636113,0.0004153574],"domain_scores_gemma":[0.9921558,0.002001607,0.001397547,0.0003476364,0.003423077,0.0006743756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008801848,0.0002121552,0.7765568,0.0002560034,0.0007108732,0.0005746273,0.0006093732,0.04689129,0.0003125591,0.01498258,0.1125366,0.04547693],"study_design_scores_gemma":[0.0001807994,0.0001438823,0.8205409,0.0003438082,0.0006141767,0.0001605124,0.002456498,0.1334385,0.001601239,0.005512256,0.03486785,0.0001396479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507558,0.01240374,0.008161804,0.01971667,0.0003556999,0.0003796465,0.07427581,0.0002268935,0.03372403],"genre_scores_gemma":[0.9651034,0.002366794,0.002380205,0.0003213028,0.00009113864,0.00004481441,0.02113245,0.00002054488,0.008539353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02483979,"threshold_uncertainty_score":0.1802261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005061973445348081,"score_gpt":0.1621999282641293,"score_spread":0.1571379548187812,"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."}}