{"id":"W1889711449","doi":"10.2139/ssrn.1727682","title":"Analyst Consensus Revisions and Credit Rating Actions","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Credit rating; Bond credit rating; Business; Actuarial science; Accounting; Credit reference; Credit risk","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":[0.02290179,0.0004345955,0.0008839454,0.003170143,0.001870631,0.005148415,0.001320954,0.003578646,0.01154636],"category_scores_gemma":[0.224573,0.0004064344,0.0006315362,0.00195607,0.001225233,0.00301976,0.001564549,0.003391926,0.001650869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002520481,"about_ca_system_score_gemma":0.003239185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005492453,"about_ca_topic_score_gemma":0.006961933,"domain_scores_codex":[0.9806753,0.00759884,0.001409429,0.00253935,0.006108708,0.00166842],"domain_scores_gemma":[0.7373692,0.1481687,0.04507444,0.01649904,0.0463535,0.00653514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004328508,0.0008846783,0.1032821,0.0004671359,0.0007410234,0.001318634,0.006574041,0.0326952,0.007040974,0.3350725,0.1091619,0.3984332],"study_design_scores_gemma":[0.0007919131,0.0007694173,0.1562976,0.0002108984,0.0003556052,0.0008652776,0.005390298,0.1626367,0.009189288,0.6060953,0.05702984,0.0003679105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7339692,0.003022404,0.05874719,0.02657681,0.002062882,0.0003939513,0.001278371,0.001149945,0.1727993],"genre_scores_gemma":[0.9870112,0.0001775378,0.004403826,0.0004332465,0.0002403102,0.00004194676,0.0001666176,0.00005134908,0.007474098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290179,"threshold_uncertainty_score":0.1211177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926449073598756,"score_gpt":0.2432492932440816,"score_spread":0.223984802508094,"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."}}