No, the link in your post stipulates that sigma is consistent. Moreover, the assumption of incompleteness does NOT imply unsatisfiability. If you use the contrapositive approach, then what you have to show is that there is more than one assignment that satisfies sigma.

Question: May we use the completeness theorem?