{"id":"W2913403897","doi":"10.2139/ssrn.1928873","title":"Firm-Specific Shocks for Corporate Bonds of Publicly Traded Canadian Companies","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Bond; Corporate bond; Accounting; Financial system; Monetary economics; Finance; Industrial organization; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007798292,0.0003677745,0.0005092681,0.001231616,0.001179839,0.003032587,0.001072641,0.002245122,0.003258369],"category_scores_gemma":[0.006676235,0.0003446126,0.0005496934,0.002826674,0.0005265519,0.0008919167,0.0008383612,0.002022319,0.0004755918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01708232,"about_ca_system_score_gemma":0.00772564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9582068,"about_ca_topic_score_gemma":0.9704775,"domain_scores_codex":[0.9994142,0.00002852048,0.00003350633,0.00008320249,0.0001555137,0.0002850948],"domain_scores_gemma":[0.995729,0.0005448529,0.001459631,0.0001271515,0.001242297,0.0008969957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007577205,0.0002040585,0.9617136,0.00006291379,0.0002231602,0.0005058265,0.00104257,0.01416782,0.001549944,0.003318414,0.008143005,0.008310971],"study_design_scores_gemma":[0.00001673888,0.00003542149,0.9900799,0.00001600737,0.00004321808,0.00004108244,0.001003031,0.006405119,0.0002246192,0.000301833,0.001795879,0.00003725724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943093,0.0003176432,0.00007139549,0.0005089301,0.00001583597,0.00001294009,0.003567799,0.00001934886,0.001176732],"genre_scores_gemma":[0.9938624,0.0003174444,0.00003097265,0.00004555204,0.00001194132,0.000004505752,0.003834821,0.000004943649,0.001887334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04179323,"threshold_uncertainty_score":0.1239415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07511644768513019,"score_gpt":0.202089284332914,"score_spread":0.1269728366477838,"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."}}