When you think of the music of The Wizard of Oz, you probably think of Harold Arlen and Yip Harburg’s Oscar-winning “Over the Rainbow.” (The performance by a teenage Judy Garland is wonderful, isn’t it?) It’s easy to forget that the orchestral score by Herbert Stothart also picked up an…