Silicone or 3M 5200 caulk for Wood to Aluminum Roof?

I have a stationary trailer at a site and I plan on adding a room. I need to add a 2x4 ledger flat on the aluminum roof of my old '78 Prowler. My question is which one would be better as an adhesive,...