You can’t stabilize a grid with base load because you want to run base load plants at maximum capacity. Whereas peaker plants are quickly spun up and down to match up supply with demand.
To be clear, shutting down those nuclear plants is a bone-headed decision fueled by a false idea of greenness, but it has little to do with gas turbines. Nuclear replaces coal or hydro.