{"id":"W1524799296","doi":"","title":"Ambiguity, Information Quality and Credit Risk","year":2009,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Booth University College","funders":"","keywords":"Ambiguity; Asset (computer security); Economics; Debt; Value (mathematics); Econometrics; Financial economics; Credit event; Actuarial science; Credit risk; Quality (philosophy); Business; Credit valuation adjustment; Computer science; Finance; Credit reference","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":[0.00810732,0.0007251391,0.001147889,0.002009224,0.0008455773,0.006647281,0.001085296,0.002850833,0.005427402],"category_scores_gemma":[0.07072157,0.0005122796,0.0008438086,0.002841252,0.004874321,0.01012511,0.002782008,0.003366141,0.0004055562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256027,"about_ca_system_score_gemma":0.00102947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701881,"about_ca_topic_score_gemma":0.0006682102,"domain_scores_codex":[0.9960646,0.001718612,0.0002396367,0.0004266608,0.001050158,0.0005003283],"domain_scores_gemma":[0.8886942,0.08404253,0.01907608,0.004052143,0.002512468,0.00162262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002706186,0.0001763201,0.02549673,0.0002929684,0.0001770304,0.0005407722,0.001500991,0.08310258,0.0006959703,0.8488541,0.001768098,0.03712393],"study_design_scores_gemma":[0.0000587078,0.00009937634,0.008471316,0.0001108993,0.00005783875,0.0002189183,0.0003083197,0.03704561,0.000278469,0.9506354,0.002646041,0.00006918281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6408955,0.02250786,0.2221481,0.02286212,0.0004228238,0.0001447258,0.0005341375,0.0001632456,0.09032154],"genre_scores_gemma":[0.9923516,0.002765467,0.002938916,0.0002378215,0.0003032385,0.00001744526,0.00004428954,0.00001200369,0.001329195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00810732,"threshold_uncertainty_score":0.04287612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04885303636426335,"score_gpt":0.3144859163331808,"score_spread":0.2656328799689174,"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."}}