{"id":"W2137376945","doi":"10.1111/j.1468-0416.2010.00163.x","title":"Discerning the Impact of Derivatives on Asset Risk: The Case of Canadian Banks","year":2010,"lang":"en","type":"article","venue":"Financial Markets Institutions and Instruments","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Asset (computer security); Risk management; Business; Financial crisis; Safeguarding; Actuarial science; Financial stability; Economics; Financial economics; Finance; Financial system","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":[0.00249544,0.0003416163,0.0004027232,0.001273254,0.002496528,0.002230123,0.001075747,0.0009888894,0.001341828],"category_scores_gemma":[0.01327689,0.0002557122,0.0005242717,0.002047275,0.001664156,0.0009772358,0.001050745,0.001146411,0.00007397572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01991886,"about_ca_system_score_gemma":0.009959116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9626174,"about_ca_topic_score_gemma":0.9535293,"domain_scores_codex":[0.9992096,0.0002251388,0.00003427512,0.00007534047,0.0002048685,0.0002506718],"domain_scores_gemma":[0.9948373,0.002746096,0.0007726457,0.0002729041,0.001008055,0.0003628928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000908874,0.0002034776,0.5938836,0.00009482668,0.0001984153,0.003471953,0.005630852,0.2846947,0.001723008,0.05674145,0.002822132,0.04962667],"study_design_scores_gemma":[0.0001117046,0.00009801413,0.5317966,0.00008411784,0.000213461,0.0005883437,0.00961689,0.4358202,0.002034987,0.01473913,0.004697266,0.0001992542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958067,0.0001303182,0.0005308671,0.0004601259,0.000001730877,0.00001123251,0.0001009187,0.000007437899,0.002950585],"genre_scores_gemma":[0.9986671,0.0001108595,0.0006648031,0.00001621299,0.000001420491,0.000002430716,0.00005820736,0.000002291688,0.0004766725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0373826,"threshold_uncertainty_score":0.1445221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197599810333096,"score_gpt":0.2518312881871238,"score_spread":0.2298552900837929,"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."}}