{"id":"W2014147324","doi":"10.1287/mnsc.49.8.1003.16399","title":"You are Known by the Directors You Keep: Reputable Directors as a Signaling Mechanism for Young Firms","year":2003,"lang":"en","type":"article","venue":"Management Science","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; York University","funders":"University of British Columbia; Case Western Reserve University","keywords":"Quality (philosophy); Adverse selection; Business; Information asymmetry; Normative; Mechanism (biology); Face (sociological concept); Population; Accounting; Marketing; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005026968,0.0003161495,0.0005706958,0.001078251,0.001315041,0.003303284,0.001363398,0.002873348,0.004795988],"category_scores_gemma":[0.01284939,0.0004002395,0.0004867639,0.0005362887,0.002273565,0.003942915,0.001355145,0.001248545,0.0006593862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524489,"about_ca_system_score_gemma":0.001043726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578886,"about_ca_topic_score_gemma":0.002071622,"domain_scores_codex":[0.9982974,0.0009176892,0.00005121928,0.0002066522,0.0001778344,0.0003492637],"domain_scores_gemma":[0.9895271,0.00422349,0.004115822,0.0006240053,0.0004633856,0.001046269],"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":[0.0002283827,0.0001750503,0.01819037,0.00008926316,0.00003756734,0.001158303,0.002947192,0.02291846,0.002742024,0.924933,0.002953561,0.02362677],"study_design_scores_gemma":[0.0003316101,0.0004297952,0.0134739,0.0001555317,0.0001384676,0.001357824,0.002695165,0.2786734,0.002345242,0.6809363,0.01927837,0.0001843822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7528756,0.001358136,0.1848201,0.01151547,0.0001016817,0.0002124996,0.0002000701,0.0001547146,0.04876171],"genre_scores_gemma":[0.9889715,0.0002941284,0.003590917,0.0002903097,0.00006373385,0.00003863925,0.00001800985,0.000004763042,0.00672802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005026968,"threshold_uncertainty_score":0.02658546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506643019128681,"score_gpt":0.2168149246108532,"score_spread":0.2017484944195664,"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."}}