Why will the car not turn over during hot weather? on 2000 Toyota Sienna

I made a quick stop to the store and now the car will not start. If I let it sit for awhile the car will start. The weather is hot (over 100 degrees).

Asked by for the 2000 Toyota Sienna
Starter motor is failing.