Before revision:  Such small, high-variance samples are not readily amenable to analysis using the standard uncertainty (  "standard error of the mean") because unphysical negative limits of confidence intervals result.
After revision:  Such small-sample, high "log-variance" data are not readily amenable to analysis using the standard uncertainty ( "standard error of the mean") because unphysical negative limits of confidence intervals result.