Philosopher Ludwig Wittgenstein observed the bidirectionality of a measuring instrument and an object being measured. Nicholas Nassim Taleb summarized him this way:
“Unless you have confidence in the ruler’s reliability, if you use a ruler to measure a table you may also be using the table to measure the ruler.”
A more generalized form is the more the free parameters, the less you know what is being measured.