Today I was trying to use my smallest square head screwdriver, which is #1 > size, it was still too big. Do you remember if it was #0 or #00? >
I wouldn't be surprised if it isn't a phillips head with the slots full of dried sealent or calking or something. Try picking at it with an awl and see if you can't knock something loose out of the recess.
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