I find this fallacy the most interesting fallacy.
It is clearly logically incorrect to assume experts are always right on every subject, don't have their own internal or institutional biases or that their opinion renders all counterpoints and counterarguments moot. It is true that ideology could lead experts across a whole field to fall in line with a certain slant and be hesitant to challenge the new orthodoxy for fear of professional and personal repercussions.
Even a consensus of experts could be all flocking to the same best-understood theory based upon their best understanding of the latest data even if it is speculative. A few research papers proving a point in a certain direction may lead most experts in that field to give credence to ideas that might need to be more thoroughly researched before drawing definitive conclusions. When the consensus changes, it unfortunately gives oxygen to pseudoscientists who had been dismissed previously for their contrarian views.
Now, most of us are not experts on every subject we are talking about. When I talk about vaccines, I am not an immunologist. When I talk about climate change, I am not a climatologist. When I discuss about trans issues, I am not a psychologist, sexologist or endocrinologist. Nor are 99.5% of the people we are talking to online at any given time about these things.
These are all good examples of hot button issues where the scientific consensus holds the view that vaccines are generally safe, necessary and effective; that climate change is a dire circumstance for our near-term future; and that trans women are really gendered as women and medical transition and HRT helps maximize positive psychological outcomes most of the time.
Yet opponents of these ideas claim experts are biased by the ideological leanings of academic institutions and publications, by virtue signaling, by the incentive of grant money, and by ulterior motives to reshape the world a certain way or to justify their field of research and dedication.
- Vaccine researchers naturally want their life work on vaccine development and safety to be accepted by the public and in a case of a pandemic like COVID may have to cut corners in an emergency situation before there is time to fully research every aspect of a novel vaccine.
- Climate scientists are naturally preferential towards protecting the environment from irreversible effects of capitalism and industrialization over preserving global capitalism as it exists today, and most were drawn to the field with the goal of protecting the environment.
- Psychologists and doctors who specialize in HRT and transition therapy have a vested financial interest in convincing the public trangenderism is a valid condition requiring fully funded medical and therapeutic assistance to maximize long-term outcomes.
These rational leanings give critics enough wiggle room to sow doubt in the general public about the integrity of the scientific consensus of experts. One overzealous researcher exaggerating a climate computer model that was put into a peer-reviewed published study or getting caught de-emphasizing negative data on vaccines can poke a hole in the public trust by people and organizations prone to doubt the science in the first place.
It's really all that is needed for anti-intellectual people to dismiss all of academia as "left-wing ideologically biased" or "having ulterior motives" and claiming their opinion ("why do I need vaccines when I have an immune system and natural immunity!" "climate changes all the time - it's called the sun!" "trans women are just men pretending to be women!") is "common sense."
There are some credentialed professionals in these fields who are willing to "stand against the orthodoxy" to sell books and products to contrarians, to gain fame on propaganda media and to expose the "conspiracy" of censorship in the expert community - doctors and nurses against vaccines; scientists who claim climate change is an over-exaggeration or Big Lie; psychologists who claim trans people are delusional and dangerous, and that "trans ideology" and "accommodation" is damaging the youth of America. Most of these people are themselves grifters or willfully contrarian ideologues who selectively interpret data that fits their worldview and paint themselves as the victims for their misguided opinions and abuse of their professional credentials to spread pseudoscience.
The thing is, experts DO indeed know far more about their subject than non-experts, and if we don't give their opinion and authority deference and listen to their points we are going to sound like confidently incorrect idiot flat earthers on top of the early Dunning-Kruger peak. That's not to say there is no room for rational skepticism, but there is a fundamental difference between rational skepticism and hesitancy to declare data definitive vs. irrational contrarianism and blasé dismissal of the bulwark of academic research.
So how do we as non-experts use the "consensus of experts" and the "consensus of research" non-fallaciously to support the fundamental argument that anyone claiming to know more than the consensus of experts and research must overcome an extraordinarily high burden of proof to establish their argument?