Looks like there is only native support for Mac OSX and Windows:
http://scratch.mit.edu/forums/viewtopic.php?id=286
Some have however had some success running it on Wine:
http://scratch.mit.edu/forums/viewtopic.php?id=252
Anything else?
Cheers,
Debarshi