reveals that although easier access to scientific articles might facilitate commercialization, this benefit accrues primarily … and patent citations or by predicted probabilities of commercialization derived from deep-learning algorithms …

Which factors shape the commercialization of academic scientific discoveries via startup formation? Prior literature … precisely examine characteristics that predict startup commercialization. In this framework, several commonly-accepted factors … appear not to influence commercialization. However, we find that teams of academic scientists whose former collaborators …