{"id":"W2912189896","doi":"","title":"Board Heterogeneity of Expertise and Firm Performance","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ceteris paribus; Endogeneity; Enterprise value; Business; Value (mathematics); Firm offer; Identification (biology); Accounting; Economics; Industrial organization; Microeconomics; Econometrics","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":[0.003196496,0.0003236586,0.0003880863,0.001829444,0.0003670517,0.001723007,0.0003522243,0.000864465,0.005222033],"category_scores_gemma":[0.02887007,0.0001266405,0.0002341215,0.001371636,0.0006558466,0.001355642,0.001116362,0.0006156,0.0005542281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007518789,"about_ca_system_score_gemma":0.00032833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712811,"about_ca_topic_score_gemma":0.002261184,"domain_scores_codex":[0.9977825,0.0007128408,0.0001676724,0.0003395928,0.0005084384,0.0004889027],"domain_scores_gemma":[0.8825372,0.0581359,0.04857499,0.002694064,0.002721343,0.005336524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003012362,0.0002573864,0.9786482,0.00003537607,0.0002385045,0.0001654422,0.0003488447,0.003784282,0.001708772,0.0008523925,0.0003190579,0.01334065],"study_design_scores_gemma":[0.00001888281,0.0002387647,0.9942582,0.00001348336,0.00004578035,0.0001302505,0.0003571827,0.002552229,0.0005713277,0.001396145,0.0004030868,0.00001465898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938146,0.0001836415,0.0007939577,0.0001680256,0.000007173617,0.00001056187,0.000102762,0.00001257963,0.004906588],"genre_scores_gemma":[0.9995741,0.00001856052,0.00005510115,0.000008967239,0.00001820276,0.000002104427,0.00005140407,9.996702e-7,0.0002705434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005222033,"threshold_uncertainty_score":0.01746941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939089637345897,"score_gpt":0.2150698377926538,"score_spread":0.1956789414191948,"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."}}