My level 8 colony has finally started producing steel! I get a whole 1 steel next turn from it! 
It's still using up antimatter though, so I won't be able to build an arc from it for a while.
The production chart can be found under the "Help" menu, the resource chart.
It indicates that most resource production begins in the 20-50 society level range.
