How could one think they know more than the legit scientists when they have not done one single hands on physical learning experiment?

Not sure, without full context.
Although these legit scientists do keep discovering more that invalidates whatever their theory previously was. So there is that.
There are wisdom beliefs that defy what science believes although science seems to be slowly catching up to some of it.