It'll be more story driven. For example, you might play the first part as Wallace, tweaking inventions and enterprising. By the last part of the game, things go wrong and you have to take control of Gromit to fix the mess.
So for the most part, the story will determine who you're controlling. That being said, don't be surprised if some parts of the narrative require you to switch off between both characters.