{"id":"W4295868287","doi":"10.1002/iir.1466","title":"Law and macro finance of corporate debt: Managing the business cycle through bankruptcy","year":2022,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Creditor; Insolvency; Boom; Debt; Bust; Economics; Business; Finance; Law and economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004569056,0.0001712608,0.0002687798,0.0000438446,0.0003214582,0.00007743394,0.000672693,0.0000186876,0.0005163765],"category_scores_gemma":[0.00007102339,0.0001387178,0.00009303763,0.0006479871,0.0001357124,0.0008925202,0.0005618908,0.0001928251,0.00003589416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000373658,"about_ca_system_score_gemma":0.0000285894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212993,"about_ca_topic_score_gemma":0.0001047487,"domain_scores_codex":[0.9985955,0.00002431571,0.0004766104,0.0002887014,0.0004425067,0.0001723078],"domain_scores_gemma":[0.9984419,0.00004924316,0.0009492441,0.0002930744,0.0002614111,0.000005181623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000030854,0.0001144714,0.002267889,0.001258817,0.00004434025,0.00003491792,0.00003825015,0.0003103881,0.00005856407,0.9776075,0.009121121,0.009112854],"study_design_scores_gemma":[0.0002395788,0.000008681473,0.006804905,0.001069916,0.00005478825,0.00002053062,0.00002651616,0.0009321559,0.00001083517,0.1040278,0.8865971,0.0002072045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1357653,0.3827487,0.001560182,0.07734046,0.007346347,0.002638214,0.0002985258,0.0002634462,0.3920388],"genre_scores_gemma":[0.9362212,0.04052977,0.0001567712,0.02211886,0.0003580337,0.0001456007,0.00005906465,0.00002739634,0.0003832765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.877476,"threshold_uncertainty_score":0.5656748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331996112872414,"score_gpt":0.2492686586330404,"score_spread":0.216069047345799,"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."}}