Once you have all the techs researched, your villagers won't go to the research table on their own -- if you need a master scientist, you'll have to force them to research as you described.

(I'm curious, though -- if all the puzzles are solved, why do you need a master scientist? Maybe it's just me -- I like playing new villages rather than picking at my old ones )

And the Golden Child never ages, little twerp