Children's (Grades 1 to 5) implicit learning of French orthographic regular
ities was investigated through nonword judgment (Experiments 1 and 2) and c
ompletion (Experiments 3a and 3b) tasks. Children were increasingly sensiti
ve to (a) the frequency of double consonants (Experiments 1, 2, and 3a), (b
) the fact that vowels can never be doubled (Experiment 2), and (c) the leg
al position of double consonants (Experiments 2 and 3b). The latter effect
transferred to never doubled consonants but with a decrement in performance
. Moreover, this decrement persisted without any trend toward fading, even
after the massive amounts of experience provided by years of practice. This
result runs against the idea that transfer to novel material is indicative
of abstract rule-based knowledge and suggests instead the action of mechan
isms sensitive to the statistical properties of the material. A connectioni
st model is proposed as an instantiation of such mechanisms.