I posted the paragraph below on my thread about 6 yrs ago; if you want to see pictures of some seedlings in containers (seeds were planted in milk jugs that were placed in the ground with the top of the jug (with top cut out) level with the ground. See posts 208 / 213 on my thread to see photos and learn why direct seeding is my preference for growing oak trees.
I try to direct seed white oak acorns and chestnuts whenever possible; the benefits of a solid tap root and more natural development of the tree far outweigh - I believe - trying to grow them above ground in any sort of container. I do grow a few container-type oak and chestnut trees by planting a 1-gal container IN THE GROUND - with holes cut in the bottom to allow development of a tap root, and planting (in a direct seeding fashion) an acorn or chestnut in the jug. I rarely have any watering issues with trees germinated in this fashion and when transplanting one of these container-type trees, I attempt to get as much tap root as possible. In regard to your question above, the attached quote explains why I would never remove the nut in any sort of above ground growing circumstance. The nut should ALWAYS be protected until the tree is in - at least - it's second growing season. The reserves in the acorn sustain early growth and development of the tree. Good luck my friend.