{"id":"W7117761743","doi":"10.2139/ssrn.5989243","title":"Tail market linkage between Canadian banks and non-bank financial intermediaries","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bank of Canada; Government of Canada","funders":"","keywords":"Nexus (standard); Equity (law); Market liquidity; Systemic risk; Financial stability; Linkage (software); Intermediary; Financial intermediary; Control (management)","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":[0.001262873,0.0001419003,0.0003569027,0.002294211,0.003219249,0.004591178,0.000727766,0.0008657174,0.0169215],"category_scores_gemma":[0.01137145,0.000171574,0.0002719678,0.003411707,0.00124421,0.001657302,0.001255068,0.0008544107,0.0006127137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0187934,"about_ca_system_score_gemma":0.01549094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.918443,"about_ca_topic_score_gemma":0.9495623,"domain_scores_codex":[0.9988765,0.0001374477,0.00003630835,0.000134423,0.0002954883,0.0005196967],"domain_scores_gemma":[0.98912,0.002985131,0.002145866,0.0004122142,0.003946323,0.001390448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009039375,0.0002358114,0.8163963,0.00009208448,0.000124586,0.0007680733,0.007860259,0.003958224,0.002266356,0.08856312,0.01555774,0.06327366],"study_design_scores_gemma":[0.00004165628,0.00007043708,0.9454864,0.00007206186,0.0001176532,0.0001746238,0.01148521,0.01042022,0.001111696,0.01547768,0.015471,0.00007130292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502225,0.0004870758,0.001296875,0.001644448,0.00001764655,0.00005317312,0.001205282,0.00005758203,0.04501542],"genre_scores_gemma":[0.993937,0.00008125678,0.0001448522,0.00007683816,0.000007795962,0.000005535234,0.0001894627,0.000004809122,0.005552306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08155704,"threshold_uncertainty_score":0.1640747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008134198441230313,"score_gpt":0.2119299241322226,"score_spread":0.2037957256909922,"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."}}