Abstract There is a plurality of formal constraints for aggregating probabilities group individuals. Different characterise different families aggregation rules. In this paper, we focus on the linear and geometric opinion pooling rules which consist in linear, respectively, weighted averaging individuals’ probabilities. For these families, it debated weights exactly are to be chosen. By applyin...