{"id":"W4391931951","doi":"10.1111/jfir.12390","title":"Impacts of firm life cycle on bond ratings and yields","year":2024,"lang":"en","type":"article","venue":"The Journal of Financial Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bond; Business; Economics; Econometrics; Actuarial science; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002140049,0.0001347607,0.0002140887,0.0008847488,0.0002559754,0.00158204,0.000311133,0.0004993256,0.005375359],"category_scores_gemma":[0.01834925,0.000137791,0.0002847999,0.0007302747,0.0003294673,0.0007544373,0.0005237862,0.000680665,0.0004352674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008778964,"about_ca_system_score_gemma":0.0002907086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0044057,"about_ca_topic_score_gemma":0.006166268,"domain_scores_codex":[0.9990935,0.0002988758,0.00007443794,0.0001296644,0.0002228629,0.0001806869],"domain_scores_gemma":[0.938453,0.02072402,0.03101789,0.001376998,0.003377504,0.005050602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003159927,0.0001432602,0.9901497,0.00001105928,0.00004868212,0.0001216364,0.00008078221,0.001343552,0.0007452727,0.0002887426,0.0002664294,0.006484861],"study_design_scores_gemma":[0.000003907405,0.00009938956,0.9981608,0.000003716845,0.00001123566,0.00003213732,0.00006978991,0.001053399,0.0001917285,0.0001281877,0.0002398652,0.000005696888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975882,0.0001939329,0.0001248334,0.0001190868,0.000003227254,0.00000902475,0.0003475038,0.000005806752,0.001608427],"genre_scores_gemma":[0.9992697,0.00003519463,0.00002743945,0.00001127378,0.00000578881,0.000001613815,0.0002083391,0.000001776862,0.0004388098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005375359,"threshold_uncertainty_score":0.01798236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04972564630954387,"score_gpt":0.3178855430268998,"score_spread":0.2681598967173559,"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."}}