{"id":"W3124129038","doi":"","title":"Private Equity Firm Heterogeneity and Cross-Border Acquisitions","year":2016,"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":true,"ca_institutions":"Western University","funders":"","keywords":"Equity (law); Mergers and acquisitions; Standard deviation; Private equity; Transaction cost; Database transaction; Business; Competition (biology); Industrial organization; Monetary economics; Econometrics; Economics; Financial economics; Finance; Statistics","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":[0.001172088,0.0001860888,0.0001736125,0.000128654,0.0005095093,0.0004283369,0.0002888024,0.00009106147,0.0002759482],"category_scores_gemma":[0.0001237354,0.0001282445,0.0001122652,0.0001597271,0.0001313276,0.001689742,0.0004511897,0.0005647503,0.000201849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589339,"about_ca_system_score_gemma":0.0001678811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002136261,"about_ca_topic_score_gemma":0.0002839595,"domain_scores_codex":[0.9974979,0.00001376941,0.0002568951,0.0002499493,0.0002493585,0.001732163],"domain_scores_gemma":[0.9994392,0.00002888852,0.000193568,0.0001913347,0.0001148239,0.00003217458],"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":[0.0001269754,0.0001455914,0.06506213,0.00004109183,0.0002118398,0.0000139895,0.00001655471,0.000003379109,0.00730591,0.8605785,0.000417143,0.06607694],"study_design_scores_gemma":[0.002557487,0.000106184,0.07487741,0.00008591577,0.0001005319,0.0003829685,0.00008039395,0.00004524565,0.0004097846,0.823751,0.09701695,0.0005861297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853089,0.001451998,0.007518308,0.002718586,0.0003425442,0.000104672,0.000004042703,0.00007807252,0.002472805],"genre_scores_gemma":[0.9959251,0.0009727786,0.00002521533,0.0009351485,0.001467915,0.000004560453,0.000004232464,0.00002334011,0.000641753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09659981,"threshold_uncertainty_score":0.5229661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403105939360894,"score_gpt":0.3152256453848064,"score_spread":0.3011945859911975,"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."}}