Keith,
Not necessarily.
Often a starting bid is merely to prevent people from entering lots of bids that are not even in the same ballpark. The "reserve" on this is effectively $40,001.
If it was a "reserve auction, even with an opening bid of $40,000, the reserve could easily be $60,000.
It is probable that a single bid of $40,001 would win this auction, however.