Suppress "Failed to load resource: net::ERR_FILE_NOT_FOUND" in Chrome Packaged App
Yes, you can turn this off:
Click on the filter icon at the top of the console, and tick "Hide network messages".
You can't, however, prevent this error from happening at all: it's not generated by an uncaught exception in JS but is reported from the network stack of Chrome.