Rating is given to a candidate in general and takes form of stars (1 to 5), independently from recruitments in which candidates takes part. 

Liking (thumb up or down) on the other hand is given in a particular recruitment. It is possible that a candidate has both a thumb down and 5-star rating.
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You can see both ratings and likes in the quick preview feature.