Is it possible to accidentally bid?

No, this really should never happen. An auctioneer will want to make eye contact with each bidder when they start bidding and normally seek confirmation that they are bidding intentionally before accepting the bid. Don’t be fearful that attending an auction might result in you accidentally buying a property, this doesn’t happen.