go version
go version go1.4 linux/amd64
uname -a
Linux daniel-linux 3.16.0-28-generic #38-Ubuntu SMP Fri Dec 12 17:37:40 UTC 2014 x86_64 x86_64 x86_64 GNU/Linux
This program shows my attempt to parse the time: http://play.golang.org/p/2-YXz2wdIx
I've traced it to src/time/format.go, which consumes any integers following the letters GMT.
The minutes (after the colon) then cause a parse failure.
Because the letters GMT are treated specially, I don't think it's possible to parse this time with the time package.