Some of these predictors are correlated with the measures of interest, leading to collinearity in the models which cannot be removed by centering.
pREDIC-TIONTHEORY is correlated with WORDLENGTH, WORDFREQUENCY, BIGRAMpROB, and pREVWORDFREQ after centering.