Source : Webster's Revised Unabridged Dictionary (1913)

Artificiality \Ar`ti*fi`ci*al"i*ty\, n.
   The quality or appearance of being artificial; that which is
   artificial.

Source : WordNet®

artificiality
     n : the quality of being produced by people and not occurring
         naturally