The forward to backward ratio $R_{\rm FB}$ of the nuclear modification factors for inclusive J/$\psi$ production, compared to theoretical models. The statistical and systematic uncertainties for the experimental value are added in quadrature. For the shadowing calculations, uncertainties are quoted when available, and are obtained in the same way as in Figure 2.