The word you are looking for may be one of two noted phobias :
One is "automatonophobia", fear of dummies, mannequins, and other human-form items.
Another is "automysophobia", fear of getting dirty.
The term automatophobia is not an accepted one, but could theoretically be applied to someone with a fear of machinery, already known as "mechanophobia".
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