Both appreciation of the good aspects and criticism of the flaws is essential. The former is easier as the authors always make sure they mention them explicitly in their article so as to create more impact among the readers. Many times they DO NOT talk about the limitations to avoid criticism, hence you'd expect this comes from readers who are slightly outraged that the authors took them for a fool.