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Crowdsourcing has become a standard tool to obtain large amounts of carefully annotated data. Nowadays, its applicability has exceeded the classical purpose of collecting data to train AI algorithms. Indeed, crowdsourcing is often used to conduct research studies and to gain valuable insights from public.