I've always wondered about these pipes. Unfortunately I don't have the article but can anyone give me a very basic idea of how the tests were done?

Working on the basic premise that you don't get something for nothing, what do you lose for this thrust increase. Is it just a simple divergent duct with associated gas velocity decrease?