As expected, pivot translations yield lower quality scores than the corresponding direct translations hypotheses.
pivot hypotheses may contain better lexical predictions, that the additional model helps transfer into the baseline system, yielding translations with a higher quality, as shown in many cases the +auxLM systems results.