We prove that a smooth, complex plane curve of odd degree can be defined by a polynomial with real coefficients if and only if it is isomorphic to its complex conjugate; there are counterexamples in even degree. Even though the statement is completely elementary, it was not known until now. Our proof is stack-theoretic. More generally, we prove a result about fields of moduli of plane curves.