{"id":"W4386951226","doi":"10.2139/ssrn.4571392","title":"Spreading Sunshine in Private Equity: Agency Costs and Financial Disintermediation","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Disintermediation; Business; Finance; Equity (law); Private equity; Agency (philosophy); Financial system; Agency cost; Private equity fund; Political science; Corporate governance","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":[0.001895142,0.0003294399,0.0005506741,0.0009745228,0.0007348697,0.004851679,0.0009439996,0.002268127,0.0223899],"category_scores_gemma":[0.0181813,0.0003815385,0.0005733258,0.0009578317,0.00170647,0.005498443,0.001893576,0.002266398,0.0004931749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975633,"about_ca_system_score_gemma":0.001013196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006598359,"about_ca_topic_score_gemma":0.007019393,"domain_scores_codex":[0.9990834,0.0002410243,0.00006732759,0.0001474336,0.0002128318,0.0002480684],"domain_scores_gemma":[0.978403,0.01227335,0.005154169,0.001547608,0.001682582,0.0009393352],"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":[0.001759035,0.0007322757,0.08382265,0.0007517828,0.0003687124,0.002048739,0.002317074,0.07099255,0.007296504,0.5794665,0.009566368,0.2408778],"study_design_scores_gemma":[0.000178716,0.0006173336,0.1132636,0.0003380867,0.0004866485,0.001141043,0.00540002,0.08974122,0.00735898,0.7593418,0.02191853,0.0002140891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662889,0.004673123,0.01862509,0.003895691,0.000124324,0.00007154947,0.0001987654,0.0001086849,0.1060139],"genre_scores_gemma":[0.9938193,0.0005503246,0.0004276359,0.00005615158,0.00003436171,0.000004110412,0.00002103418,0.000008734392,0.005078317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0223899,"threshold_uncertainty_score":0.07490164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405420496982235,"score_gpt":0.2535775185168784,"score_spread":0.239523313547056,"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."}}