{"id":"W2788786499","doi":"10.7202/1043010ar","title":"LBOs’ effects on innovation: evidence from France","year":2018,"lang":"en","type":"article","venue":"Management international","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leveraged buyout; Private equity; Business; Sample (material); Industrial organization; Equity (law); Private equity firm; Survey data collection; Empirical evidence; Core (optical fiber); Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026246,0.0001459519,0.00009580471,0.0003339396,0.0001251846,0.0003127917,0.0005941353,0.00004048435,0.001506748],"category_scores_gemma":[0.0001771549,0.0001413639,0.00004372561,0.0004547998,0.00004921217,0.001059873,0.0003937721,0.00009736794,0.005729678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004310063,"about_ca_system_score_gemma":0.000003257746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004381928,"about_ca_topic_score_gemma":0.000006650759,"domain_scores_codex":[0.998805,0.000006229215,0.0002119432,0.0003300535,0.0004729711,0.0001737999],"domain_scores_gemma":[0.999332,0.00007602391,0.0001452133,0.0002502663,0.0001901675,0.000006361608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002418285,0.0001972181,0.03697465,0.0001352103,0.0002899146,0.00007494949,0.00007231345,0.00001674557,0.0009839158,0.7066105,0.1860914,0.06831139],"study_design_scores_gemma":[0.0008568063,0.00004123025,0.1983361,0.0005546737,0.00004193933,4.169022e-7,0.00004114299,0.001694396,0.001547692,0.02993187,0.7666124,0.0003413679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7099545,0.00007131563,0.009722529,0.01044832,0.008331921,0.0004155178,0.000006306237,0.000283372,0.2607662],"genre_scores_gemma":[0.9760303,0.000011855,0.0005720456,0.01344509,0.00707949,0.00003482816,0.00008580127,0.00001558592,0.00272502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6766786,"threshold_uncertainty_score":0.999406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411939536849878,"score_gpt":0.260481285569994,"score_spread":0.2363618902014952,"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."}}