Add the oil little by little, stirring as you do it. Add the lemon juice and pepper to taste. Let the sauce stand in a covered container at least 4 hours before serving. Remove the stems from the mushrooms and clean them with a damp paper towel. Place five on each plate and spoon three tablespoons of the tapenade over them. Garnish the plates with the remaining capers.