Albert Barnes Commentary Exodus 22:8

"If the thief be not found, then the master of the house shall come near unto God, [to see] whether he have not put his hand unto his neighbor`s goods." — Exodus 22:8 (ASV)

It appears that if the master of the house cleared himself of blame, the loss of the pledged article fell upon its owner.