Yes fa.components_ is the loadings. However, if your study objective include interpretation of Factors, it is better to use a Factor ... ... <看更多>

I believe Wang and Rhemtulla (2021) are using a formula for reliability that corresponds to the ω family of coefficients (see McNeish, 2018, ... ... <看更多>