{"id":"W3168262909","doi":"10.1287/mnsc.2021.4141","title":"Bankrupt Innovative Firms","year":2021,"lang":"en","type":"article","venue":"Management Science","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Bankruptcy; Collateralized debt obligation; Creditor; Business; Debt; Industrial organization; Accounting; Commerce; Finance; Collateral","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":[0.001042646,0.0002002659,0.0004181247,0.001853109,0.0007784012,0.002719816,0.0005258447,0.001364678,0.004933283],"category_scores_gemma":[0.007673866,0.0001784417,0.0002587625,0.002463359,0.0004915525,0.001376265,0.0006068054,0.0009207372,0.00159763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135423,"about_ca_system_score_gemma":0.0005472148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01523299,"about_ca_topic_score_gemma":0.0187649,"domain_scores_codex":[0.9993483,0.00007984216,0.00005025997,0.0001443735,0.0001372143,0.0002399663],"domain_scores_gemma":[0.988755,0.002126227,0.007243418,0.0004023079,0.0005751364,0.0008980698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002510835,0.000512614,0.9152564,0.00004456801,0.0001039486,0.0004784362,0.00117181,0.003086577,0.0006637857,0.004713272,0.006201622,0.06751585],"study_design_scores_gemma":[0.00004587823,0.0002972894,0.9782693,0.00005860634,0.00006653501,0.0003771231,0.001498624,0.005998677,0.0006119462,0.003153481,0.009588944,0.00003360268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943937,0.0006736445,0.0002385453,0.0004241756,0.00000891024,0.00001496841,0.0008300846,0.00001702008,0.00339888],"genre_scores_gemma":[0.9952925,0.0004199537,0.0001164733,0.0001088405,0.00002555437,0.00001602987,0.0009816791,0.000002834396,0.003036094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523299,"threshold_uncertainty_score":0.03028864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852669131551748,"score_gpt":0.2263761623511021,"score_spread":0.2078494710355847,"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."}}