How much weight can a piece of 5/8" drywall hold on a hinge?
From what you describe it should work but better would be to also glue those wood strips to the face of the drywall pieces using some construction adhesive.

I think it will look a but hokey and crude, especially with the open raw edges of the drywall all around.