I bet you didn't take the bias-component into account.You are correct sirs. To put it better (and to avoid besmirching Dr. Lava's product), my CALCULATED input currents are far from accurate. Also, to avoid being accused of too much enthusiasm for this process, the acceleration of output with current is subtle when you take into account the threshold current. But, there is no rolling off and so I suspect the safe power limit even at this "conservative" -80C is still higher. What needs to be tabulated (and as you noticed Dan, I hate making tables/graphs within a post) is threshold current, V. drop, input current, power out and wavelength. Also, the ability of the cold diode to modulate at a useful frequency needs to be established.Looks ok to me...
This information could be obtained with a computerized data logging program as the diode is cooled. With a cryogen and without temperature control through heating of the cold finger the process of cooling is rather quick. Nevertheless, 10-12 data points down to -80C should be plenty and maybe 10 more down to -196C should do.
Research @ this level is no longer amateur. I have no doubt that a paper could be written based on these results, but then an explanation of the physical process as well as a better description of the diode design/ condition would be required. Maybe hit Mitsu up for a few bucks? Seriously though, I am surprised @ the lack of published information about cooling of non-IR diodes, but I wouldn't be surprised to learn that the major manufactures of these diodes have tested this.