I need to solve the volume that's between: $$z=0,\quad x=0,\quad y=0,\quad x^2+y^2=4\quad z=12-x-y$$
1) Does it matter if I use double integrals or triple?
2) When I draw this area on the x and y plane, I have a circle with radius 2. How do I know which quadrant my volume is in?
You'll probably want to use a triple integral here. But it doesn't really matter in this case (see qbert's answer).
You're right that the surfaces you're given do not specify one unique bounded volume.
I'd hazard a guess that your professor wants you to calculate the volume bounded by those surfaces in the first octant, but you really should bring this issue to his/ her attention.