{"id":"W3048174862","doi":"10.2139/ssrn.3614029","title":"Hedge Fund Activists: Value Creators or Good Stock Pickers?","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ontario Museum; Queen's University; University of Toronto","funders":"","keywords":"Hedge fund; Stock (firearms); Shareholder; Ex-ante; Business; Monetary economics; Enterprise value; Financial economics; Economics; Finance; Corporate governance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005500531,0.0002845204,0.0003892013,0.001678187,0.002401201,0.009685119,0.0007772094,0.003975845,0.02905374],"category_scores_gemma":[0.025119,0.0003420483,0.0002016307,0.001192886,0.005432977,0.00964905,0.001888818,0.002879175,0.004185039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007552069,"about_ca_system_score_gemma":0.0009855669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332537,"about_ca_topic_score_gemma":0.003328014,"domain_scores_codex":[0.9976802,0.0007026799,0.00008203616,0.0003355135,0.0005350786,0.000664407],"domain_scores_gemma":[0.9841391,0.006471352,0.003732489,0.001525577,0.001205195,0.002926258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004702671,0.000194975,0.05567781,0.0002696075,0.00009917805,0.0009194221,0.01898464,0.0001647133,0.002048592,0.3457915,0.2728972,0.3024822],"study_design_scores_gemma":[0.0001984484,0.000182565,0.04853434,0.000883812,0.000140268,0.001627624,0.04055246,0.001134656,0.003323602,0.1754493,0.7278473,0.0001256022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3275221,0.0168079,0.008226168,0.2501422,0.004821452,0.0001192337,0.0006262571,0.0005363835,0.3911982],"genre_scores_gemma":[0.9091004,0.002984012,0.001615813,0.02055708,0.001714643,0.00004749181,0.0001374195,0.0001976129,0.06364557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02905374,"threshold_uncertainty_score":0.09719449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770544506063844,"score_gpt":0.2332826454688919,"score_spread":0.2055772004082535,"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."}}