Turn off searching for that gallery or globally within CB Gallery. It's a part of the Paging parameters. Globally this is done under Gallery > Configuration > Parameters > Media > Paging by setting "Search" to "Disable". If displaying albums you'll need to do the same under Albums > Paging.