But what if what I just said wasn't the case? Would you let your sense of ethics override the physical evidence?

This is a good question, but I think it's important to understand that it's a good question. Evidence from the physical sciences doesn't have some fixed priority over other kinds of evidence. One could argue that its an unusually good source of evidence, of course, but I'm not sure how to make the comparison in this case.