{"id":"W4297107136","doi":"10.1016/j.frl.2022.103378","title":"Does innovation success reduce the cost of financing? Evidence from private investments in public equity","year":2022,"lang":"en","type":"article","venue":"Finance research letters","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Western University","keywords":"Endogeneity; Business; Private investment in public equity; Finance; Private equity; Equity financing; Issuer; Equity (law); Private placement; Initial public offering; Monetary economics; Economics; Private equity firm; Debt; Investment banking","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":[0.004030519,0.0002398014,0.0004906307,0.001050997,0.0004551465,0.002036862,0.0007991719,0.001783869,0.009315102],"category_scores_gemma":[0.03224099,0.0002286919,0.0006959335,0.001003112,0.001547298,0.001996787,0.001097279,0.001533759,0.0004680193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407746,"about_ca_system_score_gemma":0.001473641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008653205,"about_ca_topic_score_gemma":0.01148837,"domain_scores_codex":[0.9976951,0.0007288306,0.0001211513,0.0001816928,0.0006064703,0.000666648],"domain_scores_gemma":[0.9093408,0.05525406,0.02461047,0.003509728,0.00356736,0.003717501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0155415,0.003901848,0.7800357,0.0009396394,0.001884268,0.0008620495,0.001284485,0.002213395,0.001780443,0.0287692,0.007965857,0.1548217],"study_design_scores_gemma":[0.001186601,0.001931381,0.962531,0.0004775311,0.001209207,0.0003151782,0.00173962,0.0007951679,0.001867507,0.01463683,0.01326935,0.00004069243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698111,0.005505404,0.0001809264,0.005666457,0.0000454448,0.00002178782,0.0003002116,0.000007570429,0.01846107],"genre_scores_gemma":[0.9962273,0.001794223,0.00005886014,0.000369517,0.00007175239,0.000006727628,0.0001677963,0.000003349238,0.0013005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009315102,"threshold_uncertainty_score":0.03116214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153633716667216,"score_gpt":0.3618591022973566,"score_spread":0.2082253856301406,"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."}}