What makes Functional Programs and Systems "Functional"?

In which we ponder the Functional Nature of Life, The Universe, and Everything. Please feel free to follow through the weeds, or jump straight to the bottom for my 2 nano BTC on the matter. (Or my current state of mind, at any rate.)