In a heavy bottomed saucepan set over medium heat, warm the oil and butter. When it’s bubbling away, add the onion, fennel, carrot, celery, garlic, bay leaf, thyme, and tarragon. Cook, stirring regularly, until the vegetables are just beginning to soften and brown, about 5 minutes. Sprinkle in the paprika, fennel seeds, and star anise and cook for 1 minute more. Then add the wine and chopped tomatoes, stir well to combine, and cook for another 4 to 5 minutes. Add 5 cups (1.2 l) crab stock, bring to a gentle simmer, and cook for 25 to 30 minutes. Remove the soup from the heat and let it cool for 20 minutes.