Yes, that's because they withdrew from BART in the 60s and decided to rejoin them back in the late 1990s. If they didn't reject BART back at its inception, things would be a lot different.
Technically they haven't rejoined. But SamTrans cooperates to some degree and does pitch in for funding. But San Mateo still isn't a governing member and can't elect people to the BART board.