Pointing out that 95% (or more) climate scientists say that climate change is happening is not appeal to authority, but appeal to expertise. The former is a logical fallacy. The latter is not.
If the statistic was actually true it would.
Not sure if there's a formal logical fallacy to refer to this situation, but I think it would be useful to have one.