Well, from a societal point of view, meaningful work would be work that is necessary to either maintain or push that baseline.

Perhaps my initial estimate of 5% of the workforce was a bit optimistic, say 20% of current workforce necessary to have food, healthcare, and maybe a few research facilities focused on improving all of the above?