The wire had been chewed once before, and the electrical tape had been applied after that happened. As you can see, there was another try at it. I don't know what kind of animal would do that. We have rabbits and squirrels in the neighborhood, and either could have.
We replaced the wire, and this time, there's a piece of steel flexible conduit over it between the box and the house. I doubt it'll be a problem again.