{"id":"W7095595445","doi":"","title":"DYNAMIC PREDICTION OF LGD MODELING METHODOLOGY","year":2008,"lang":"en","type":"article","venue":"","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Default; Loss given default; Basel II; Credit risk; Stock (firearms); Probability of default","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":[0.002171795,0.0006062831,0.0006128112,0.0009830469,0.000338758,0.001340163,0.00176523,0.0007403765,0.004299913],"category_scores_gemma":[0.006416415,0.0004301458,0.0007484932,0.0009805444,0.0002613582,0.00112834,0.000927861,0.001565607,0.001614124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357161,"about_ca_system_score_gemma":0.001247442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0173337,"about_ca_topic_score_gemma":0.008558626,"domain_scores_codex":[0.9991878,0.000217714,0.00004584156,0.000281379,0.0001863668,0.00008085095],"domain_scores_gemma":[0.9980205,0.0007906206,0.0002206094,0.0003641403,0.0005343004,0.00006981711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008805187,0.00009641241,0.0158692,0.00005818309,0.00004913611,0.00008673985,0.00008271346,0.8875756,0.000949122,0.0119062,0.01159824,0.07164045],"study_design_scores_gemma":[0.000005095285,0.000006692964,0.0007895074,0.000004695303,0.000003138865,0.00001038574,0.000005839956,0.9953586,0.0003214552,0.001995313,0.001494055,0.000005096257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1247615,0.0003021634,0.851406,0.0007911944,0.00009537185,0.0002881406,0.009590958,0.004450234,0.008314484],"genre_scores_gemma":[0.7531351,0.0003173579,0.2207294,0.0002048194,0.00007134606,0.0008015371,0.01568615,0.0005690969,0.00848519],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0173337,"threshold_uncertainty_score":0.03446561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724925518496912,"score_gpt":0.2673122123387722,"score_spread":0.09481966048908094,"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."}}