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Based on what I know of gazebo, for pick and place operations you are better off using effort controllers rather than position controllers. Try switching the controllers to effort controllers and see if that helps the situation.

Other than that, you can also add some surface properties to the box and/or gripper to give them more realistic friction values to help gazebo better calculate the contact forces