{"id":"W307528476","doi":"","title":"Public and Private Uses of Credit Ratings","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Credit rating; Bond credit rating; Credit reference; Issuer; Credit enhancement; Business; Liability; Credit history; Debt; Context (archaeology); Accounting; Legislature; Actuarial science; Credit risk; Finance; Financial system; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0590669,0.0003566184,0.0008915807,0.002312973,0.003459553,0.01755314,0.002568425,0.00575562,0.004233002],"category_scores_gemma":[0.1066035,0.0007646562,0.0008429399,0.002657972,0.01788154,0.009270085,0.005368832,0.008254468,0.0007406376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007080675,"about_ca_system_score_gemma":0.008991477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008880281,"about_ca_topic_score_gemma":0.0109607,"domain_scores_codex":[0.8907477,0.05948184,0.005482072,0.01070177,0.02777359,0.005813023],"domain_scores_gemma":[0.8050694,0.08886188,0.0274032,0.04415454,0.03117281,0.003338124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000037715,0.00004488893,0.002760558,0.00009706305,0.00002570807,0.00006441488,0.002987693,0.0007746742,0.0003498171,0.9621831,0.002328484,0.02834599],"study_design_scores_gemma":[0.0001616266,0.0003438413,0.02184082,0.001355268,0.0001724983,0.0006037766,0.005189324,0.01148051,0.003914001,0.629975,0.3246679,0.0002954175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1442193,0.005936797,0.1093778,0.0615995,0.0006270678,0.0004490003,0.0003354202,0.0004065399,0.6770486],"genre_scores_gemma":[0.9811254,0.0008973266,0.004842774,0.002746067,0.0004046345,0.0001164322,0.00003569186,0.00004051289,0.009791109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0590669,"threshold_uncertainty_score":0.3123794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804869801060953,"score_gpt":0.204607130816001,"score_spread":0.1865584328053915,"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."}}