{"id":"W7116774348","doi":"10.1142/9781800617032_0006","title":"The Importance of Governance in Private Equity Financing","year":2025,"lang":"en","type":"book-chapter","venue":"Transformations in banking, finance and regulation","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; Private equity; Private equity fund; Equity (law); Club deal; Private sector","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":[0.000484773,0.0002060697,0.0002864506,0.0001967536,0.0001865708,0.00007754487,0.0002450484,0.0002035658,0.00002762342],"category_scores_gemma":[0.00003125825,0.0001781877,0.00007395483,0.000208411,0.0001265923,0.0009728375,0.0001042002,0.0002940135,0.000004988421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007915671,"about_ca_system_score_gemma":0.0000521344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003329487,"about_ca_topic_score_gemma":0.0007782397,"domain_scores_codex":[0.9986573,0.000004240807,0.0006933046,0.000213074,0.0002198826,0.0002121358],"domain_scores_gemma":[0.9991229,0.00005179568,0.0005097963,0.0002476134,0.00006485156,0.000003084],"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":[0.00002543835,0.00001134224,0.002052993,0.0003639179,0.000005800043,0.000001434368,0.00008863274,0.0002892489,0.000005665596,0.9612343,0.0003513237,0.03556991],"study_design_scores_gemma":[0.0007992978,0.00001098799,0.1451914,0.002727514,0.00003915593,0.000001399763,0.00001388932,0.005766277,0.00003177891,0.5412011,0.3038355,0.0003816768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06863435,0.007795345,0.002069404,0.002493883,0.0007301538,0.001445849,0.00003924843,0.00006605827,0.9167257],"genre_scores_gemma":[0.9798049,0.005201835,0.0001420308,0.0001876752,0.0001569994,0.00002884909,0.00009399375,0.00001934737,0.01436436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9111705,"threshold_uncertainty_score":0.7266284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291007272531345,"score_gpt":0.2308418876954509,"score_spread":0.2179318149701374,"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."}}