{"id":"W2901636872","doi":"10.2139/ssrn.3244189","title":"Do Private Equity Firms Pay for Synergies?","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Business; Private equity; Equity (law); Private equity fund; Finance; Economics; Accounting; Political science","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":[0.002127837,0.0002150266,0.0002179863,0.0001671688,0.0006071955,0.0005218458,0.0006715024,0.0001059038,0.0001774943],"category_scores_gemma":[0.0002628473,0.0001548211,0.0002014971,0.0002606426,0.00008786016,0.001229641,0.0003563257,0.0009301295,0.0003343106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293091,"about_ca_system_score_gemma":0.0003413253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002459966,"about_ca_topic_score_gemma":0.00022025,"domain_scores_codex":[0.9966465,0.00001057852,0.0003109568,0.0002683444,0.0002991899,0.002464476],"domain_scores_gemma":[0.9991757,0.00003326644,0.0002964945,0.0002383061,0.0002308004,0.00002538196],"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":[0.0001530646,0.00007764852,0.001326705,0.00004090588,0.0001352983,0.00000277031,0.00003081736,0.000003417063,0.0007965076,0.9549717,0.004481624,0.03797952],"study_design_scores_gemma":[0.0009246232,0.0001512347,0.0006556741,0.00003352693,0.00007149395,0.00004370764,0.0002336676,0.0002481083,0.0001507477,0.7636679,0.233543,0.0002763012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946764,0.002223347,0.07149785,0.009073629,0.004357256,0.0007724415,0.00000739492,0.0003355924,0.01705612],"genre_scores_gemma":[0.9881391,0.0002947208,0.000107914,0.001007827,0.009332265,0.00001182988,0.00001228109,0.00003886472,0.001055193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2290614,"threshold_uncertainty_score":0.6313421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920760517239207,"score_gpt":0.2707162785300859,"score_spread":0.2515086733576938,"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."}}