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Could it be because Deep Crawl hammered the site and the server couldn't handle the load or something?

Correct.

The server reached its max resource limit. Try to set a longer delay on requests, if this is a setting in deepcrawl.co.uk?

I would suggest using rel canonical tag, as this is what it was intended for: