Well, I may be using the word loosely but then I don't think I've mentioned "logical fallacy" here.
The expression "appeal to authority" describes a logical fallacy. It has been defined since ancient times. It means something specific. Your are using the term incorrectly. What you describe is not a fallacy at all. Citing authoritative sources and experts is a logical, approved argument that supports an assertion. You have the notion that there is something incorrect or illogical about such citations. You are wrong.
The problem with appeal to authority on an issue like this is that the authorities tend to be biassed.
No more than non-authorities. Bias is a problem, but there is no reason to assume it is more common among experts than non-experts. It is a separate issue. So, it has nothing to do with an appeal to authority, and when such appeal is valid (and not fallacious) the likelihood of bias does not make it less valid.
There is no reason to think that cold fusion researchers are more biased than people who oppose cold fusion. On the contrary, most of the people who oppose it have no knowledge of the field and have never bothered to read anything, therefore they are biased by definition. (People who support cold fusion yet who know nothing about it also biased, in the other direction.) We know that opponents have read nothing because their papers filled with factual errors and gross misunderstandings. For example, they think that recombination might be a problem, and some of them do not realize that Miles measured helium at levels 1000 times below atmospheric concentration, which rules out a leak as the source of the helium. People who say such things have no idea what they are talking about. They confuse the issue, mar the conversation with nonsense, and waste everyone's time.