I'm not an expert, but

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in my humble opinion I think it would be better to screw the pieces together.

It also depends on how large the cornice board is. 1/2" plywood can be quite heavy.

Also, do you have a pattern for the cornice board? I'm interested in making one myself

Good luck,
Kimberly