I'm betting low altitude limits for Concorde are less about hull temps and possibly more about Vmo (airframe) limitations. (...and surely not thrust!)
Meanwhile, I await the truth as you do Octane, from our resident experts, to whom I offer warm thanks and have the greatest admiration!