I believe the answer is:
'uncontrived' is the definition.
(I've seen this in another clue)
This is all the clue.
(Other definitions for artless that I've seen before include "Naive - unskilful" , "Nave" , "Without guile or sophistry" , "Ingenuous" , "Free from cunning" .)