An investigator who hoped to learn something about what scientists took the atomic theory to be asked a distinguished physicist and an eminent chemist whether a single atom of helium was or was not a molecule. Both answered without hesitation, but their answers were not the same. For the chemist the atom of helium was a molecule because it behaved like one with respect to the kinetic theory of gases. For the physicist, on the other hand, the helium atom was not a molecule because it displayed no molecular spectrum.
Thomas Kuhn in The Structure of Scientific Revolutions
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Is it possible to self-consistently believe you're poorly calibrated? If you believe you're overconfident then you would start making less confident predictions right?
Being poorly calibrated can also mean you're inconsistent between being overconfident and underconfident.