When one plate, the cathode, is hot enough to emit electrons, a cloud of electrons forms very near to the cathode and limits the current.
When one plate, the cathode, is hot enough to emit electrons well, the current isn't limited by the emission process. Rather, a cloud of electrons forms near to the cathode and limits the current.