That is not good enough, otherwise flat earth would be a “theory”. A theory should be unfalsified, e.g; proven to be correct and valid within the constraints the theory describes.
I'll defer to Karl Popper on this
Falsifiability - Wikipedia
Also I don't see how falsifiability leads to problem with flat Earth being a theory. It is a theory that has been falsified.
