I got use to checking my outlook.com from time to time outside of Tbird to check my junk.
But sometime it's frustrating. Maybe I need to turn off my junk setting from outlook. Going to try that.
[Update]
Just went into Outlook.com, looks like there is no way to turn off the junk settings.