What does Python’s socket.recv() return for non-blocking sockets if no data is received until a timeout occurs?

Basically, I’ve read in several places that socket.recv() will return whatever it can read, or an empty string signalling that the other side has shut down (the official docs don’t even mention what it returns when the connection is shut down… great!). This is all fine and dandy for blocking sockets, since we know that recv() only returns when there actually is something to receive, so when it returns an empty string, it MUST mean the other side has closed the connection, right?