By 1919, Rutherford had developed a model of the atom where the electron was in orbit around a central nucleus which contains protons. However his model could not explain the discrepancy in mass. This was eventually resolved by James Chadwick's work and led to the understanding that the nucleus contains not only protons but also neutrons