In terms of science, this claim has a pretty straightforward answer. Evidence is the base of all scientific claims, and without sufficient evidence any knowledge claim is meaningless. However, what are the implications of this idea for other subjects like art, history, ethics, etc.? Do these subjects require the same type of evidence that science does? Clearly, art and ethics, subjects that tend to be highly subjective, don't necessarily require evidence for knowledge claims, do they?