Dirac semimetals and Weyl semimetals are 3D analogs of graphene in which crystalline symmetry protects the nodes against gap formation [1-3]. NaBi and CdAs were predicted to be Dirac semimetals [4,5], and recently confirmed to be so by photoemission [6-8]. Several novel transport properties in a magnetic field have been proposed for Dirac semimetals [2,9-11]. Here we report an interesting property in CdAs that was unpredicted, namely a remarkable protection mechanism that strongly suppresses back-scattering in zero . In single crystals, the protection results in a very high mobility that exceeds cm/Vs below 4 K. Suppression of backscattering results in a transport lifetime 10 longer than the quantum lifetime. The lifting of this protection by leads to an unusual giant -linear magnetoresistance that violates Kohler’s rule. We discuss how this may relate to changes to the Fermi surface induced by .

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