Algorithmic Deal-Sourcing and Predictive Valuation:Evaluating the Efficacy of Machine Learning Models inMitigating Investment Risk and Identifying High-GrowthEarly-Stage Startups within the U.S. Venture CapitalEcosystem. The Science Post, [S. l.], v. 2, n. 3, 2026. Disponível em: https://www.thesciencepostjournal.com/index.php/tsp/article/view/211. Acesso em: 30 jul. 2026.