You have only one Age value in each Lot.  Hence the Age is aliased with one
of the
5 degrees of freedom between lots.  You can see it in the picture

xyplot(Conc ~ Age|Lot, data=blots, pch=16)

There is no opportunity for a slope within each of the groups.

Rich

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