Significant score increase after migration from 2.4 to 6.5

Unfortunately this did not work, after re-indexing with the similarity:classic setting applied to all of my full text fields I am still getting significantly higher scores in 6.5 vs 2.4. Any other suggestions or pointers would be hugely appreciated as I am completely stumped.