It is caused by a combination of the neutrality point misalignment at the electrode-channel interface and the non-constant DOS of the graphene electrodes [54].
We implemented scanning Kelvin probe microscopy (SKPM) to experimentally address the work function difference between graphene channel and metal electrodes [55].