Continuity on an embedded phase space is enough to imply determinism i
n time series. Also, it is possible to define infinitely many arbitrar
y vector fields over an attractor. We exploit this arbitrariness to ge
nerate a detector of smoothness and therefore of determinism in time s
eries. We report results of numerical studies of both flow and map exa
mples and of a chaotic experimental system.