Weaver (9-7) went six innings, after which Michael Kohn and Cory Rasmus completed the shutout.
Kole Calhoun hit a solo homer in the fourth and that was the game's lone run through six innings.
The Angels then broke things open with a four-run seventh in which Green produced a bases-loaded double. Green then scored on a single by J.B. Shuck.
Wily Peralta (8-14) was tagged with the loss after giving up three runs on four hits in six-plus innings.
Celebrity Families of 2014 [PHOTOS]