What is the difference between roughness and specular in the Principled BSDF shader?

[JohnMalcolm1970 (John Malcolm)]

This shows the differences between Roughness and Specular (and Metallic chucked in for good measure). The Specular row has Roughness at default (0.5) and the Roughness row has Specular at default (0.5).