What you could try is getting a piece of wood dowel and with a hammer tap one side of the gasket to make it rotate in the half moon opening, breaking it loose.

I'd be nervous about using a srewdriver as you could easily damage the aluminum with one bad move. Also if it comes out in pieces you run the risk of getting bits in the engine.