{"id":"W4386510038","doi":"10.1002/iir.1514","title":"Public or private gatekeepers in <scp>non‐consensual</scp> debt restructurings in emerging jurisdictions","year":2023,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Bankruptcy; Debt restructuring; Creditor; Insolvency; Business; Debtor; Debt; Law and economics; Accounting; Law; Finance; Economics; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007244765,0.0002664055,0.000379101,0.0008022315,0.0001051099,0.0001809255,0.0006621295,0.00008367407,0.0002817947],"category_scores_gemma":[0.001621424,0.0002458533,0.000142063,0.002636747,0.00005905676,0.001459495,0.0002826197,0.0003552886,0.0007300858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376391,"about_ca_system_score_gemma":0.00009000488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005326955,"about_ca_topic_score_gemma":0.001364453,"domain_scores_codex":[0.9976637,0.00002433576,0.0008722804,0.000491276,0.0004748813,0.0004735101],"domain_scores_gemma":[0.9988996,0.000135065,0.0004593704,0.0003024768,0.0001775904,0.00002589288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007690476,0.0008168956,0.5220301,0.009382178,0.0002675378,0.002339144,0.0008643802,0.000946579,0.001326504,0.1752879,0.2047882,0.08187358],"study_design_scores_gemma":[0.0005502563,0.000008501713,0.1693428,0.004306183,0.00002013436,0.00001538524,0.00007507579,0.002320114,0.0000191329,0.007046022,0.8161084,0.0001879705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143124,0.01002053,0.00005795862,0.02091322,0.003059367,0.001149247,0.00002886468,0.0004149445,0.05004342],"genre_scores_gemma":[0.946703,0.0443931,0.0001649508,0.005083248,0.0007692743,0.0002907363,0.0001557174,0.0000682485,0.002371681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6113202,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06477268178681869,"score_gpt":0.2901214638957494,"score_spread":0.2253487821089308,"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."}}