We establish the dominant effect of anisotropic weak localization ͑WL͒ in three dimensions ͑3D͒ associated with a propagative Fermi surface on the conductivity correction in heavily nitrogen-doped ultrananocrystalline diamond ͑UNCD͒ films based on magnetoresistance studies at low temperatures. Also, low-temperature electrical conductivity can show weakly localized transport in 3D combined with the effect of electron-electron interactions in these materials, which is remarkably different from the conductivity in two-dimensional WL or strong localization regime. The corresponding dephasing time of electronic wave functions in these systems described as ϳT −p with p Ͻ 1, follows a relatively weak temperature dependence compared to the generally expected nature for bulk dirty metals having p Ն 1. The temperature dependence of Hall ͑electron͒ mobility together with an enhanced electron density has been used to interpret the unusual magnetotransport features and show delocalized electronic transport in these n-type UNCD films, which can be described as lowdimensional superlattice structures.