{"id":"W3097810077","doi":"10.2139/ssrn.3666263","title":"Lawyer Networks and Corporate Bankruptcies","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Creditor; Connection (principal bundle); Exploit; Business; Law and economics; Value (mathematics); Bankruptcy; Law; Economics; Political science; Computer security; Finance; Computer science; Debt","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004613578,0.0001471724,0.0001585279,0.00003876166,0.000230784,0.0002580718,0.0001893827,0.00005074962,0.00005038807],"category_scores_gemma":[0.00004959909,0.0001285385,0.00005723264,0.0002977774,0.00005067967,0.0008469665,0.00008477722,0.0009646528,0.00006986405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005771886,"about_ca_system_score_gemma":0.0001654778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006426191,"about_ca_topic_score_gemma":0.0003545667,"domain_scores_codex":[0.9983739,0.000008315464,0.0002046906,0.0001843012,0.0001644614,0.00106439],"domain_scores_gemma":[0.9994084,0.00001322929,0.0004023999,0.00007411338,0.00007930256,0.00002259198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001332976,0.00002728015,0.03101431,0.0000295875,0.00007592202,0.00002856005,0.00003649314,0.0004439332,0.0001535309,0.9489179,0.003793853,0.01534532],"study_design_scores_gemma":[0.001665698,0.0001489678,0.01640554,0.00006127061,0.0001261241,0.0001703856,0.0008282089,0.0211321,0.00001385206,0.7824636,0.1762707,0.0007136285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92298,0.01475293,0.02687119,0.02310413,0.0007390301,0.0002537273,0.000002022527,0.000202989,0.01109396],"genre_scores_gemma":[0.9916599,0.00181035,0.00002203613,0.00392,0.002268084,0.00000179937,0.000003031016,0.00002102002,0.0002938021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724768,"threshold_uncertainty_score":0.5241649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982980263036497,"score_gpt":0.1846561288794107,"score_spread":0.1648263262490458,"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."}}