Gas is a good backup due to it’s response rate yes but regarding renewable power generation, they are all about weather.
http://www.hellogrid.com.au/energy-exchange/1117/
As solar utility scale sites become more common (and they are), a cloud growth can wipe 100s of MW off the grid very quickly and the problem is it is very hard to tell how much will get wiped off and when (measured in minutes).
Gas will be in the mix for longer than other fossil fuels due to its reaction time but as storage becomes cheaper and gas more expensive, it will be used less and less IMO.