Are commercially obtained canned vegetables (especially cruciferous) very much less nutritious than fresh raw?

yes. fresh and organic is much better. the canned stuff has been sitting in juices for ages. the juices take the nutrients out and then you put them in water to boil and cook them- removing whatever nutrients are left.