Ending weeks of speculation, Britney Spears has officially signed on “The X Factor” as a judge for next season. She is replacing Paula Abdul and will reportedly make $16 million to do the show. Her first bit of advice for aspiring pop stars: Don’t marry your douchebag backup dancer.