The farm has a crop cycle just like a real farm. Since you have 13 villagers, you are approaching the maximum number of mouths that the farm will feed. The more villagers you have, the faster they will consume the crops on the farm and the faster the farm will be empty. You should seriously think about researching level 3 of Harvesting so that your villagers can learn to fish.