It's not just about non-programmers being insufficiently precise. It's also about the different ways they express precision compared to how you have to do it for existing programming languages. For example, the paper talked about how the participants tended to talk about doing something to everything in a set in vectorised terms whereas scalar languages tend to be more common outside of scientific settings.
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