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The issue with giving information as to how a voting detector work is that it would make it easier to cheat.

Not the algorithm, the data. Anonymized user ids and their votes, together with relevant meta-data.

I suppose the fact that there's already a detection algorithm biases the data, but it'd still be better than nothing.