basically any kind of indicator can just be a token in the input of the classifier and then you don't have to worry about interpreting the token because the classifier will figure out how much it should count

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Mixing verified on the front is a good insight I wouldn't have thought of. I would have assumed you would do it as some sort of flat score modifier on the output but I think your idea is much better.

By token, just some sort of special keyword pre/ap-pended? can that be gamed?