There's very little risk of oxydation as you have residual yeasts in the beer which are still fermenting on a very slow level, even after the krausen has fallen. As long as you're not breaking the surface tension of the water (which holds O2 in place below the surface) then you should be fine. Moreso if you're using a keeser or other fermentation chamber, which is likely flooded with CO2 gas from the fermentation process.
It's only when you stir up the beer (rapidly breaking the surface tension) that oxydation can become an issue. This is why it's a bad idea to stir up the beer prior to bottling/kegging, as you might introduce more O2 than the yeasts can consume in residual fermentation. The yeasts can consume a small amount of oxygen if there's more sugar to consume (ex: stuck fermentation or when priming in a bottle/keg)