It's an interesting question, Laura. I think even her "people" won't even know if her time has passed until her next album come sout and they see the sales.
Her last two #1 hits, Roar and Dark Horse, were in the past year and a half. But the press doesn't seem to have lost interest in her.
By the same token, would Lady Gaga or Adele be considered past their time?