Do you think the phrase 'Out of context' is used 'out of context on R & S?

It appears that almost every time a logical dismissal of a biblical fallacy or a glaring inconsistency/inaccuracy is pointed out someone replies with: 'You are taking it out of context' I think it is thrown into the pot out of desperation for lack of a response that contains true/any reason. Anyone else think it is a weak, cop out?