Thank you very much.
My questions are mostly directed to Mr. Gold.
I'm interested in hearing how the work you've done in collaboration and innovation links ultimately to productivity. Productivity in Canada is not in a very good state at the moment. Maybe I can start with the first link, that between innovation and productivity, and you can give us a sense of how those two concepts are tied together.