In our opinion, the Catalan training set is not big enough and the errors in the retraining folds degrade the performance of the bootstrapped model.
the crosslinguistic models show a slightly better behavior, achieving a maximum increase of about 0.5 points, getting also somewhat stable beyond iteration 5.