No, I am not using webadmin shell, since I am aware of the fact that it's obsolete. I just use the web interface. (/browser)
One of my colleagues did another test yesterday and was able to LOAD CSV to a read node. Separately, this is confirmed by the Neo4j support team. The issue we run into last week was, if we LOAD CSV to a slave node, then the data is not immedidately populate to other nodes so the count of the data on all nodes are different(we have a 3 node cluster). We saw this twice. I'll try to recreate this case in a small scale (since our data size is kind of large).
Appreciate Sumit.