I'm sure you can...if you're referring to the white gazebo you'd need only to arrive there first.
You might want to check if they are able to be reserved because if someone pays then even if you show up first, they will get it but it might just be first come first serve.... ...but yes, it would be a fine spot for a small baby shower.
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