I wouldn't say "The Big Fat Surprise" makes a case against nutrition research as a field - rather it points out some of the difficulties in performing nutrition research (the largest: it's almost impossible to enforce compliance with an experimental diet without massive expense) and some of the flaws in traditional conclusions (e.g. That dietary fat is associated with heart disease - turns out it probably isn't)