Ahhhh... found it.
I clicked on the line with three dots in the upper right hand corner, and there was a link that said "display archived magazines."

. BTW, the pin at the lower righthand corner of the magazine displays whether it is downloaded and available to read offline, which was what I was trying to do. Gotta get the hang of this.