Could you add `standardize=False` to the constructor of your `NiftiMasker`? This is the default value, but I'd rather see it explicitly, because otherwise, if by a mishap somebody uses the example and sets `standardize=True`, then `gm_maps_masked.var(0) == 1.` everywhere.