All shipments in Ready to Pay status can now be selected for a single export to CSV, even if there are multiple pages worth of shipments. Click the Shipment ID / PO box to select all of your shipments:

.

On the following pages, you'll see that box is still checked. Once you click Export CSV, all of the shipments listed under Ready to Pay will be included.