This is a randomized, open-label, multicenter phase III trial of ramucirumab plus paclitaxel, given as switch maintenance, versus continuation of first-line chemotherapy, given as per standard clinical practice, in subjects with unresectable locally advanced or metastatic HER-2 negative gastric or GEJ cancer, without disease progression following 3 months of first-line doublet chemotherapy.