This is just using an ad hominem to attack people who cite the argument from authority fallacy. Science is also based on careful examination of empirical evidence, not unsubstantiated pronouncements by authority figures.
Consider how long it took to get rid of phlogiston theory in physics, even when falsified by experiments. The physicists of the day were careful and rigorous, honest scientists, and their opponents did not have (initially) any alternative theory to replace it with.
And perhaps we are giving too much credit to most people involved in public debates for examination of empirical evidence. I can say honestly that I tried to read the whole IPCC report, but got barely 1/4th in (it is incredibly thick and dense with facts). Very few of my peers though even glanced as the cover, yet their opinions on it are not any less strong.
Given enough controversial subjects people care for, no one is going to be knowledgeable in all of them. But people invoke "arguing from authority is a fallacy" only when they are not sided with the said authority.