Researchers trust and value peer review highly.

(A.) Respondents reported their past experience evaluating other researchers in each context; respondents could select more than one item. Respondents reported (B.) how much trust each data publication feature inspires, (C.) how useful each metric would be for assessing impact, and (D.) how valuable a CV item each kind of data publication would be. White dots show the mean response for each item; error bars depict bootstrapped 95% confidence intervals.