{"id":"W2804233776","doi":"10.7939/r38926","title":"Application of performance measures to mergers and acquisitions","year":2009,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mergers and acquisitions; Business; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007588381,0.00003476214,0.00006947703,0.0001427144,0.00007745242,0.00001101031,0.00008846501,0.00002135844,0.00007747432],"category_scores_gemma":[0.00004083215,0.00003918507,0.00002078489,0.0002664207,0.00002767516,0.0006187786,0.00004433157,0.00002615677,0.00001744284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002450316,"about_ca_system_score_gemma":0.00001790549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005596511,"about_ca_topic_score_gemma":0.00002205036,"domain_scores_codex":[0.9996589,0.000003352268,0.00007601899,0.00008531005,0.0001134591,0.00006296056],"domain_scores_gemma":[0.9997501,0.00001926012,0.00008029123,0.00008573353,0.0000544494,0.00001011047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004869173,0.0003190684,0.4740801,0.0003605202,0.00004993721,0.000003993374,0.002112224,0.001767254,0.01004442,0.1363762,0.03404559,0.3403538],"study_design_scores_gemma":[0.0003618083,0.00005839986,0.7930271,0.00006841994,0.00003297446,3.965505e-7,0.0004640256,0.01116108,0.001223424,0.001053755,0.1923917,0.0001568837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463768,0.0000124819,0.0008928702,0.002609768,0.00001106239,0.00009520387,3.480371e-7,0.00001556026,0.04998591],"genre_scores_gemma":[0.9981431,0.00001068938,0.000344501,0.0001902025,0.00002929882,9.559335e-8,0.000009928634,0.000002294071,0.001269867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.340197,"threshold_uncertainty_score":0.1597921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464066640901173,"score_gpt":0.2113042866954356,"score_spread":0.1966636202864238,"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."}}