Are they sure it's a planet.
Could be a large spaceship
I suppose a big reason would be that it does give off a heat significant (if not AS significant) signature to begin with - a large spaceship would very likely try to conserve as close to 100% of its energy.
Then again - what about a dyson sphere that is still under construction?