IN: The decision as to which ventilation hood and duct system to use ultimately is based on a number of factors, especially the conditions locally, and should be made with knowledge of all the factors in consultation with a professional.
**
OUT: the decision as to which ventilation hood and duct system to use ultimately is based on a number of factors, especially the conditions locally, and should be made with knowledge of all the factors in consultation with a professional.

IN: Female, 19, Aquarius, for long relationship
**
OUT: female, 19, aquarius, for long relationship

IN: Not really. Nonsensical requests generally never make it through as far as our department.
**
OUT: not really. nonsensical requests generally never make it through as far as our department.

IN: Train the peasants to become the good troopers as soon as possible!
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OUT:
train the peasants to become the good troopers as soon as possible!