Yes, it reports both the object and the confidence that the object is what it says it is. It will continue reporting objects even if the confidence is quite low - frequently as low as 30%. If you want to improve specificity for your application then filter out objects that report with low confidence.
It is a much better choice to have the algorithm report objects and be honest about how likely it thinks it is that actual object, than to not report the object at all.
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