One of the radiators in my apartment has a knob that I can turn to turn the radiator on/off:

But the other one doesn't have a knob in that place:

How do I turn the second one off? I tried turning the bit that sticks out with plyers, but I can't get it to budge. It's really hot in the room with the second radiator so I'd like to turn it off.
I'm in Toronto, Canada.