{"id":"W4403156989","doi":"10.1007/s11142-024-09857-1","title":"Exposure to superstar firms and financial distress","year":2024,"lang":"en","type":"article","venue":"Review of Accounting Studies","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto; National University of Singapore; Tulane University; University of Louisville; McGill University; Northwestern University; University of Southern California","keywords":"Superstar; Public finance; Corporate finance; Financial distress; Economics; Business; Financial system; Finance; Macroeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009564598,0.0001292714,0.0005259315,0.000103711,0.00009403747,0.0000434787,0.0001218412,0.00003308904,0.00003948187],"category_scores_gemma":[0.001320723,0.000121378,0.00009289369,0.0004197048,0.00009088448,0.0001526953,0.0001182002,0.00007046312,0.00004222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005557467,"about_ca_system_score_gemma":0.00001371724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003689054,"about_ca_topic_score_gemma":0.0000197383,"domain_scores_codex":[0.9988037,0.0000101488,0.0006057101,0.0003580214,0.00005226239,0.0001701261],"domain_scores_gemma":[0.999433,0.0001254484,0.0001195527,0.0002223824,0.00007931223,0.00002026454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008978366,0.0001549488,0.3788229,0.124092,0.0003017315,0.000007979803,0.0102237,0.00004256733,0.00002628657,0.3464256,0.01876051,0.1211328],"study_design_scores_gemma":[0.0003121903,0.0002607951,0.4903421,0.03466815,0.0001217571,0.0000103323,0.0004931329,0.0002614988,0.00003474803,0.02901515,0.4435072,0.000972911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3309938,0.6664264,0.000114056,0.001333288,0.000353008,0.0002166811,0.00006483354,0.00003241964,0.0004654847],"genre_scores_gemma":[0.9008627,0.09826458,0.0003932278,0.0002347674,0.000122038,0.00002374413,0.000003950923,0.00001380434,0.00008119334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5698689,"threshold_uncertainty_score":0.4949653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746050454336214,"score_gpt":0.2747982451459626,"score_spread":0.2473377406026005,"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."}}