Science is not a set of facts caved in stone. Science is a process; a way of thinking critically and exploring the boundaries of reality in a way that makes a best effort at getting closer and closer to the boundaries of the knowable in a rational and reasonably-objective way. It often makes missteps and corrections along the way, and we can acknowledge that openly while also contrasting it to non-science junk that isn't even on the right track.
Great pun! :D
They also will present the strengths and weaknesses of various 'competing' theories. For ones that have been shown to be incorrect, they still present them accurately and well and explain how those theories led to our current, more correct understanding. For ones that are still being considered they will tell you evidence for and against.
I think this show is what made me realize that physics isn't one unified whole, but rather a lot of different models that are all somehow wrong (but still better than what they were built on!), and that there's conflicting evidence for each of them.