If the answer was "roman policier" shouldn't the question have been "police novel" rather than "detective story" ?
Freeform Writing Exercise A2
There are several translations for 'roman policier', I think 'crime novel' or 'thriller' would be acceptable too.
It is 'genre' of fiction literature and the following Wiki page might be of interest to you
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