Hello Rachel,
It is possible to achieve your goal by setting permissions the following way:
In Site Manager -> Administration -> Permissions -> Modules - Content, set Browse tree and Read permissions for appropriate role but make sure that Create permission is disabled.
Then you only need to set Create permission for this role for the Blog document type (and probably Blog month and Blog post as well). You can do it via Site Manager -> Administration -> Permissions -> Document type - Blog.