{"id":"W4400553222","doi":"10.1016/j.frl.2024.105859","title":"Corporate financialization and litigation risk","year":2024,"lang":"en","type":"article","venue":"Finance research letters","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Financialization; Economics; Financial system; Business; Financial economics; Finance","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":[0.002474624,0.0001995258,0.0004234605,0.00153256,0.0005795216,0.004583566,0.0003914954,0.001800935,0.01250368],"category_scores_gemma":[0.01984422,0.0001626091,0.0003155052,0.001491654,0.001983328,0.003925992,0.001075435,0.00257375,0.0005094776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459784,"about_ca_system_score_gemma":0.0008207612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371808,"about_ca_topic_score_gemma":0.002033863,"domain_scores_codex":[0.9987448,0.0005173237,0.00007800062,0.0001072617,0.0002301076,0.0003224039],"domain_scores_gemma":[0.9702566,0.01662852,0.008095494,0.0008482661,0.001676406,0.002494659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005090137,0.0007734267,0.1499665,0.00009735229,0.0001163188,0.001075571,0.001444146,0.007704264,0.0005482481,0.7396511,0.01767961,0.08043448],"study_design_scores_gemma":[0.00006399838,0.0001753077,0.1759885,0.0001477093,0.00007199869,0.0009974369,0.002090292,0.01564886,0.0005493136,0.787057,0.01715479,0.00005489698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8007396,0.01254564,0.007922836,0.04874741,0.0002269524,0.00003713794,0.000264436,0.00005992252,0.1294561],"genre_scores_gemma":[0.994296,0.001032915,0.0001122634,0.0002786137,0.0002420464,0.000003487168,0.00003655389,0.000004041506,0.003993906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250368,"threshold_uncertainty_score":0.04182899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07846878558454325,"score_gpt":0.2826855950067036,"score_spread":0.2042168094221604,"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."}}