Hello Pam
When you create a menu item to link to submit event form, there is a parameter called Default Category. You can choose the category you want here and it will be selected by default
However, it's not possible to hide the category selection without modifying code. If you really need it, submit a support ticket sending us super admin account of your site and link to submit event form. We will help with this modification
Tuan