Negrek
Lost but Seeking
With regards to the anonymity/bias thing, I'd just like to add one thing that occurred to me, which is the issue of throwing out the baby with the bathwater. While a basic author name blanking is easy enough to do and something I'd be all for, I think not making it known who the contestants are would do more harm than good on balance. Yes, it'd be another layer of protection against individual judge bias, but it'd also frankly take a fair bit of the fun out of this for the contestants. Pre-results chit-chat and discussion is a normal part of the contest, but that's going to be tricky to do if the contestants aren't allowed to identify themselves. I'd also rather not put the additional burden on contestants to constantly have to be on guard about what they do and don't say regarding their entries. Sure, the contests should always be organized in a way that promotes fair judgment, but at the end of the day that only matters if the contest also remains as an event that people can enjoy and have fun with it and I feel getting that restrictive would be putting yourself on the wrong side of that line.
Nah, I didn't mean that we should restrict people from discussing their intent to enter or otherwise doing things that only contestants usually do (posting to ask about when results are going to be available, for example ). Rather, I think it would just be better for there to be no official word on who the final entrants were. Usually any contest has both entrants who announce their intent to enter/the fact that they got their entry in/etc. and people who enter without saying anything much or who don't make it clear whether they actually made the deadline or not, so if the person distributing entries doesn't state whom they've gotten a story from, the judges receiving the entries would know some of the people who entered, but not all. It just makes it harder to figure out whose 'fic is whose solely by process of elimination. In effect the only actual difference in the way things are run would be how the usual round-up post--i.e. "I've received entries from X, Y, and Z; if you sent and entry and don't see your name on the list, please contact me ASAP..."--was handled. Instead of posting the user's names, the coordinator could just give a brief description of each entry: "Okay, I've got one about Red's charizard, one about Youngster Joey, and one about zombie Team Rocket. If you don't see your entry on the list, let me know ASAP." I think it would work as well for figuring out whether all the entries had been collected and might provide a bit of fun discussion if people find any of the summaries intriguing.
It's worth noting that people often talk openly about the content of their entries in the thread, too, in ways that could identify them despite having their names removed from their entries. I also think that's fine; if someone is comfortable with the judges (and other contestants) knowing what they submitted and being able to recognize their entry, then they should feel free to discuss it as they like. But in this scenario people who would prefer their entry to remain anonymous would have that option available to them, too. Obviously this is completely pointless in a scenario where everyone who enters mentions stuff about their story in the thread so they're all identifiable anyway, but in previous contests there's usually been a good mix of people who enjoy chatting about what they're working on and people who prefer to play it closer to the chest such that I think anyone who wished to remain anonymous would pretty much be able to do so unless they had a very recognizable style/preferred subject matter. It's a pretty relaxed approach to secrecy, but I think that, as previously stated, the previous contests haven't had real bias issues, and this route would allow people to be more or less as secretive about their entries as they wanted to be.