I think the problem isn't the technology or the idea, it's the business model and the associated incentives. ShotSpotter's customers are the police, and the objective of police is to secure convictions, so ShotSpotter is incentivized to help them do that, not to produce true and accurate predictions. Exonerating a defendant isn't going to win them more business.