The results that came out of these studies suggest that in order to reliably capture the patterns of the use of metaphor in the data on a large scale, one needs to address conceptual properties of metaphor, along with the surface ones.
the model would need to make generalizations at the level of metaphorical mappings and coarse-grained classes of concepts, in essence representing different domains (such as politics or machines).