Sorry for your lost,  but am not sure bitcoin transactions is reversible. That's one of the disadvantages of using cryptocurrency which I hope can be address as the system advance.
However, We just have to be careful not to be greedy in any transaction.  It obvious you fell for their tactics of rewarding you awesomely. Don't be greedy in any cryptocurrency transactions or else you will continue be scam.