Hi!
how and when does it become not initial and high maintenance?
It remains the same through the whole game. You need to "cover" it's maintenance with taxes from your pop. IIRC with taxes at 49% and econ ability ~50% one B pop on a planet will pay all the maintenance.
BR, Iztok