Gamma Distribution

κ:

θ:

Alpha:

κ
κ is a shape parameter. Changing a shape parameter will affect the shape of distribution. Shape parameters do not just shift the location or stretch a distribution.
θ
θ is a scale parameter. Increasing a scale parameter will stretch the distribution while decrease it will shrink the distribution.