REST = Representational state transfer. While a URI is a unique identifier, it uniquely identifies a representation of internal state. The structure of the representation under a version should stay constant or else you void your social contract with consumers of your service.
Yes, but the version should be stated in the Content-Type header, not in the URI of the resource. URI identifies the resource and Content-Type identifies the representation.