Judging from the concept of "decision fatigue" outlined in that NY Times article the other day * , you're better off with thumbs up/down since it's less work to decide that than to have to choose 2 or 3 or 4 stars for an OK article.

* https://www.nytimes.com/2011/08/21/magazine/do-you-suffer-fr...