Now that you mention it, the diagonal braces on the piers (no idea how they're actually called) look very similar to the Bay Bridge. But to the casual observer, the number of piers and the color look more like the Golden Gate bridge, plus that's by far the better known one, so I'm not surprised it got this nickname...