Most classical Byzantine agreement protocols between n nodes offer a fault tolerance t of up to t < n/3. Quantum fault-tolerant consensus protocols have been proposed that achieve a tolerance of t < n/2 and are therefore worth studying. In this paper, we assess the failure probability of a previously proposed quantum-aided weak broad- cast protocol and how it is affected by a physical error source. Specifically, we study the effect of measurement error noise. We simulate the protocol as-is on a four-node quantum network composed of NV-center devices, both with zero and with one faulty node. We then apply a measurement error noise model and compare the failure prob- ability with the noiseless version. The noise "strength" is also varied in order to assess whether the failure probability can be reduced using improved hardware. We show that measurement errors have a significant negative effect on the failure probability of the protocol. In fact, even with 10x improved hardware parameters, the protocol does not achieve an acceptable failure probability.