If you don't like such skepticism, then it should be okay to believe in fields. Where do you draw a line, how much skepticism is enough? Does radio exist? You can't see it, just like other fields.
My warning is that science becomes something like a 'scientism' religion when "real" is used as shorthand for "effective abstraction". Science has philosophical boundaries that isn't part of the science curriculum.