Crossword Genius

Tart dessert producing mixed feelings (11)

Ross

I believe the answer is:

bittersweet

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'mixed feelings' is the definition.
Although both the answer and definition are singular nouns, I cannot understand how one could define the other.

'tart dessert' is the wordplay.
'tart' becomes 'bitter' (I can't explain this - if you can you should give a lot more credence to this answer).
'dessert' becomes 'sweet' (synonyms).
'bitter'+'sweet'='BITTERSWEET'

'producing' is the link.

Can you help me to learn more?

(Other definitions for bittersweet that I've seen before include "Arousing pleasure tinged with pain" , "Giving both pleasure and pain" , "Climber" , "Mixing pleasure and pain" , "Pleasant but also painful" .)

I've seen this clue in The Mirror.
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