What's in a name? A script by any other name... wouldn't be yours!
The title page isn't really hidden, but it can seem that way when you're first getting used to Celtx.
Open your script. Now click the Actions drop down. See there? It says "Edit Title Page." This will open an auto-formatted title page you can fill in.