The score can be regarded as likeliness of the two nodes being in the parent-child (or the ancestordescendant).
consider the following two instances in Figure 1 as an example: the ordered pair of ID 3(pizza-and) and ID 5(ate), and the ordered pair of ID 4(salad-accusative) and ID 5.