Definition from Wiktionary, the free dictionary
Probably from cop a plea.
- (idiomatic) To avoid or shirk, either by failing to perform, or by performing in a grossly insufficient, negligent, or superficial manner.
- Faced with the prospect of cooking for himself, his first thought was to cop out and order a pizza.
- To plead guilty and ask for mercy.