No, the text is generally very implausible if you know anything about the science. For example, describing dna twists with protein folding descriptors, mixing up quantum computing with astronomy, inorganic chemistry with biochemistry, virology with bacteriology...
I was really impressed with gpt-2 but seeing this really gave me a feel for how much of a lack of understanding it has.