The fundamental point is that, in the presence of inelasticsupply curves, demand-side subsidies face a headwind of adverse price effects, while direct public provision gets a tail wind of favorable price effects.
In their second report they both point to the inelastic nature of supply and demand for food and also claim that food prices move much more than supply and or demand for food.