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but at what point do you just let youth engage in certain behavior without consequences?

Much more often when they are not minorities.

https://www.sentencingproject.org/publications/racial-dispar...

Juvenile placement ought to be reserved for those who pose the greatest risk to public safety, but national data show confinement is still used for less serious offenses. In 2003, 76 percent of all committed juveniles had been adjudicated on a nonviolent offense; by 2013, that proportion had barely changed and is now 74 percent14)



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