A prior distribution that encodes substantive knowledge from prior literature, expert elicitation, or previous studies — typically with concentrated mass around a non-default value. Used to formally incorporate accumulated evidence into new analyses; the core mechanism by which PAX knowledge-base findings can shape engine inference.