{"id":"W3126232464","doi":"","title":"Director Networks and Initial Public Offerings","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Initial public offering; Business; Valuation (finance); Stock exchange; Accounting; Stock (firearms); Valuation effects; Stock price; 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":[0.001248963,0.0001632102,0.0001497199,0.001247937,0.0005853801,0.002572109,0.0002943394,0.00049504,0.02009397],"category_scores_gemma":[0.01377648,0.0001325528,0.0001697421,0.001042106,0.0003793748,0.001860913,0.0007808573,0.0006271453,0.001463351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009222039,"about_ca_system_score_gemma":0.0003216122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003708852,"about_ca_topic_score_gemma":0.004381585,"domain_scores_codex":[0.9994461,0.0001334093,0.00002964466,0.00006093477,0.0001474989,0.000182427],"domain_scores_gemma":[0.9745514,0.006851458,0.01368277,0.0006304937,0.001339743,0.002944164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006994989,0.0006029157,0.9518885,0.00006206497,0.00007583747,0.0002797806,0.001079117,0.001168634,0.001332759,0.00594222,0.003535283,0.03333334],"study_design_scores_gemma":[0.00004003386,0.0002051188,0.9853682,0.00005504499,0.00005257983,0.0002787344,0.002047495,0.001815642,0.0007661494,0.002063026,0.007287466,0.00002047911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970046,0.0003851952,0.0003844389,0.0005984997,0.00002251578,0.00002271193,0.0006656935,0.00003068554,0.02784425],"genre_scores_gemma":[0.9962288,0.0001185854,0.00007202214,0.00002045208,0.00004085638,0.000005931732,0.0002793323,0.000006307122,0.003227667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009397,"threshold_uncertainty_score":0.06722105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687012130470191,"score_gpt":0.2526668552939288,"score_spread":0.2257967339892269,"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."}}