How are you closing it? Usng the 'x' at the top right is not the recommended way - CTRL-Q is the way to do it.
Is Calibre set to show the icon in the Systray? If that is the case you can right-click the systray icon and select Quit and it should really close. You can change the systray icon visibility under Preferences->Interface->Look and Feel.
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