Preheat oven 325 degrees.
Combine the salt, black pepper and paprika. Reserve 1/2 teaspoon of the seasoning mix.
Season the short ribs thoroughly with the remaining seasoning.
Sprinkle the flour all over the ribs. Patting the flour to adhere to the meat.
In a large oven proof sauté pan with a tight lid, heat the olive oil over medium high heat.
Brown the ribs on both of the flat sides - 2 to 3 minutes per side. Remove to a plate and set aside.
Lower the heat to medium/low. Add the thyme, garlic and the remaining 1/2 teaspoon seasoning mix. Saute for 30 seconds to 1 minute until fragrant.
Carefully and slowly pour in the red wine. Adjust the heat to medium/high and cook for 1 to 2 minutes.
Add the carrots, onions and short ribs. Coat with the wine mixture.
Cover with a tight lid. Bake in the preheated 325 degrees oven for 3 hours or until the meat is fork tender.
Remove the pan from the oven. Garnish with your favorite herbs, if desired. Plate and serve. Enjoy!