Double blinds are not the gold standard for science. They are not even the gold standard for medicine, although for drug studies in particular they have great utility. They actually have quite limited applicability outside of a particular set of circumstances.

The double blind study is a special construct created to deal with the confounding effect of placebos, which really isn’t a thing outside of medicine.