{"id":"W2899663323","doi":"","title":"Board Members are Independent But are They Legitimate and Credible","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Credibility; Legitimacy; Corporate governance; NOMINATE; Independence (probability theory); Accounting; Business; Public relations; Shareholder; Diversity (politics); Quality (philosophy); Value (mathematics); Political science; Law and economics; Economics; Law; Finance","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":[0.02538303,0.0004857576,0.0008935644,0.001396875,0.006309023,0.02147427,0.00160484,0.00836268,0.01503076],"category_scores_gemma":[0.1230746,0.0007472766,0.0003889839,0.001111242,0.02007793,0.01482766,0.006422321,0.006490083,0.00780189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004342955,"about_ca_system_score_gemma":0.008168706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004854339,"about_ca_topic_score_gemma":0.004059977,"domain_scores_codex":[0.9379635,0.02948034,0.002264302,0.00712799,0.01663462,0.00652927],"domain_scores_gemma":[0.884073,0.03766285,0.02134863,0.01577155,0.02057501,0.02056906],"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":[0.000120058,0.00008233385,0.006793466,0.0002733629,0.00008917468,0.0003940494,0.01308323,0.0004363451,0.001325829,0.7825992,0.1126065,0.08219642],"study_design_scores_gemma":[0.00007147424,0.00006937941,0.007543024,0.0007792941,0.00005805464,0.0002856481,0.006407484,0.0005145039,0.0009859378,0.2604702,0.7227085,0.0001065489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05699302,0.005917896,0.03573652,0.2977781,0.007623274,0.0002377709,0.0002132816,0.0002764273,0.5952237],"genre_scores_gemma":[0.8484491,0.002705766,0.005439413,0.0365993,0.004012786,0.0002663696,0.000234249,0.0002227519,0.1020703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02538303,"threshold_uncertainty_score":0.13424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114013495170059,"score_gpt":0.20846871045291,"score_spread":0.1970673609359041,"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."}}