Thank you for your reply @szymon_dybczak 

However, I can't use those APIs with my current state. So I followed the website, and got only the Client ID (Application ID) and Client Secret for the Workspace level access.

Try to reproduce your link but not works for me. Non Authorization for Client ID + Client Secret