Millions of reasons, but the problem is that scientists are not accountable. Especially, if their violation agrees with pre-existing intuition.

> ... but the problem is that scientists are not accountable.

Arguable, but if they don't have to release their data, then very true -- they aren't accountable. By requiring scientists to release their data, we make them accountable for any shenanigans that might otherwise be concealed.