Gamma mode
determines parameterisation. For ShapeScale beta is interpreted as scale. For ShapeRate beta is interpreted as rate. For ShapeMean beta is interpreted as mean.For OneParameter beta is ignored.
See also Gamma distribution.
Jordan Douglas’ distribution viewer: