Text: The contrary theory is that Gingrich is flaming out in a final, futile attempt to regain his authority in the GOP.
Entailment: The opposing theory is that Gingrich is making a final attempt at regaining his GOP authority.
Contradiction: The contrary theory is that Gingrich is fully accepting the loss of his GOP authority.