{"id":"W4409807277","doi":"10.1007/978-3-031-81653-6_84","title":"Private Equity Governance","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Corporate governance; Equity (law); Private equity; Business; Finance; Political science; Law","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":[0.0004431396,0.0003652739,0.0002274416,0.0004985209,0.000998911,0.003912495,0.0003679607,0.00131393,0.03152192],"category_scores_gemma":[0.001279192,0.0001902952,0.0001287624,0.0006627634,0.001876509,0.002480398,0.001171115,0.001575214,0.006936759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236855,"about_ca_system_score_gemma":0.00178531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005424249,"about_ca_topic_score_gemma":0.008621761,"domain_scores_codex":[0.9996753,0.00006080511,0.000008041303,0.00006556467,0.0001431996,0.00004718106],"domain_scores_gemma":[0.9998122,0.00004705146,0.00001484317,0.00004895238,0.00005483149,0.00002212812],"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":[0.000001824557,0.000006902808,0.00005356699,0.00000926415,9.653373e-7,0.000009388329,0.0001849666,0.0001286304,0.00006207731,0.9308012,0.04544751,0.02329383],"study_design_scores_gemma":[0.000002366577,0.000004999532,0.0004026358,0.00006704898,0.000001732467,0.00003436294,0.0001420705,0.0002823683,0.0001125488,0.4292033,0.5697438,0.0000028037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001203846,0.002380769,0.002799223,0.002501342,0.0001653449,0.00001973322,0.00006422009,0.00003756876,0.9908279],"genre_scores_gemma":[0.05147808,0.002255529,0.000830667,0.001042711,0.0002332873,0.00004138907,0.00009506998,0.00003244984,0.9439909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03152192,"threshold_uncertainty_score":0.1054513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02403583400146618,"score_gpt":0.2401360361413307,"score_spread":0.2161002021398646,"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."}}