There is no need to speak in general terms, there are very specific things that make economics a bogus science.
The biggest issue is that modern mainstream economics is modelling the world as Gaussian. There is no room for 'fat tails' in econometrics, for example, every time you see 'regression' mentioned somewhere -- this should raise alarm. The world is not-linear.
Same applies to other concepts mentioned above. This one issue of crude inefficient approximation (stochastic world rather than the world as a complex nonlinear system) is enough to undermine most of modern economics. This is because a lot of this so called 'science' consists of many very elaborate and intellectually beautiful rigorous constructs, which are unfortunately built on an obsolete base.
Linear models had their place, maybe, 20 year ago, because there was nothing better. But now we have a very solid body of knowledge on which to build further scientific advances, most of it achieved through experiments (with computers), and not though some cute 'mental experiments'.
So, let's not be too sensitive, there is science that is supported by experiments, and there is a kind of abstract sophism which is modern economics. The sooner the public sees that this emperor has no clothes, the better.