{"id":"W2009375656","doi":"10.2139/ssrn.1767921","title":"Credit Markets and Financial Information","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Business; Financial system; Financial market; Structured finance; Finance; Economics; Financial crisis; Macroeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009509141,0.00009631768,0.0001621008,0.0002077484,0.000208115,0.00005043423,0.0001230263,0.00008733272,0.000129111],"category_scores_gemma":[0.0001699173,0.0001064382,0.00006617641,0.0001398715,0.00004217163,0.0007404665,0.00002742393,0.0005805051,0.0001673508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002086643,"about_ca_system_score_gemma":0.0002714311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120265,"about_ca_topic_score_gemma":0.0001425342,"domain_scores_codex":[0.9985798,0.000007352163,0.0004080738,0.0001087871,0.00003444781,0.0008615566],"domain_scores_gemma":[0.9995356,0.00001105952,0.0002467064,0.0001045754,0.00003588477,0.00006615344],"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":[0.00003250994,0.00001855469,0.02817672,0.000002318485,0.00001341685,5.679937e-7,0.0005145707,6.872336e-7,6.493506e-7,0.9439164,0.0003647986,0.02695876],"study_design_scores_gemma":[0.0003648791,0.00009834662,0.322792,0.000003671159,0.000004534581,0.00008447593,0.0001539106,0.00008868555,0.000003705483,0.6218446,0.05443553,0.0001256249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771446,0.004538892,0.07144478,0.0003560181,0.001006245,0.0001681374,0.00004427403,0.00004234039,0.04525473],"genre_scores_gemma":[0.9950905,0.003666364,0.0003014345,0.00003873949,0.0003074088,0.000004843273,0.000005697424,0.000008378032,0.0005766237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220718,"threshold_uncertainty_score":0.4340423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318275394488596,"score_gpt":0.1811476434134697,"score_spread":0.1679648894685837,"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."}}