Before revision:   Our results suggest that whether or not transfer entropy measures of causality are misleading depends strongly on the cognitive task considered.
After revision:  Our results suggest that transfer entropy will sometimes fail to infer causality when it exists, and sometimes suggest a causal connection when there is none. However, the extent of incorrect inference strongly depends on the cognitive task considered.