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Participatory modelling often comes with the challenge of ambiguity when diverse stakeholders do not share a common framework of understanding. In this paper, we propose a framework and a methodology to elicit ambiguities among different stakeholders by using a participatory Bayesian Network (BN) modelling approach. Our approach consists of four steps undertaken with stakeholders: (1) co-construction of a shared conceptual model of their socio-ecological system, (2) translation of the modeldoi:10.1016/j.envsoft.2017.06.050 fatcat:gy6qi5f3wbc5fexad2gazuprzm