AMOS: Turn Off Auto Mean-Centering for Imputed Values
I did not find any difference comparing the "Analysis properties" between the two measurement models, one mean-centered, another not.
Then I use the worked AMOS model "Measurement model 1239_4 5" from the 3rd paper file, replace the dataset and variables, and it worked! Still dont know why but it worked!
Here are the settings