I have visually assessed a number of networks configured by WGCNA. The one that I am most happy with however only has a scale-free topology fit of 0.6 R^2.
As follows:
My downstream analysis of this is to correlate external trait-info to this network: how sure can I be of any inferred correlations if my network is of such a low R^2 fit?