This paper reports on a workshop during the Austrian Citizen Science Conference 2020 that allowed discursive conversation about the reasoning and the formation of opinions around assessing short case descriptions as citizen science, or not. Debater’s opinions on cases seemed fluid and often changed when new information became available. Hence, the discussions highlighted that the understanding of Citizen Science is fluid and dynamically evolving as we speak.