Explained Variance and Covariance
Basically we've added back in explained variance and explained covariance by adding 'loadings' which are normalized weights such that w'w=1 or ||w||=1. Loadings are thus equivalent to their PCA counterparts. We also relabelled factor loadings as 'canonical loadings' in line with online dicussion/literature.