148 karma · joined May 27, 2021
https://www.alprwatch.org/
If you find yourself with some time, there is now a DeFlock app that helps with mapping. It also includes locations where people suspect there might be a camera, though that is limited to about a third of the states so far.
One way to cross-correlate is to pull 811 records. This map overlays the Deflock data with 811 locations: https://alprwatch.org/flock/utilities/
Great reader, I have been using it since Google Reader went away.
Additionally, because so many of the core libraries were 32-bit only or Python 2 only, you ended up having to either write your own version of them or just go back to 32-bit Python 2. Numpy in particular (and therefore transitively anything halfway useful for science and engineering) took several years to stabilize and I have many memories of having to dig into things like https://www.lfd.uci.edu/~gohlke/pythonlibs/ to get unofficial but viable builds going for the Windows machines we used. It was enough of a pain to deal with dependencies that I actually ended up rolling my own ndarray class that was horrendous but just good enough to get the job done.
[0] https://neotax.eu/en/blog/tax-classes-steuerklassen-in-germa...
The technical integration would be some significant effort to work out: do you need to run a credential management service? Can you get away with just having account recovery codes, specifying beneficiaries for specific accounts, etc? At first glance it feels like a massive amount of integration work would be needed
Part of the challenge of peer review is that it comes _after_ the paper is written, when the cost of changing anything is quite high. I find much more value in peer review when planning experiments, and do so informally with my peers.
But yes, reviewers are not paid. A half-decent review can easily take 3-4 hours, and a typical paper gets 2-3 reviews, so something like 8-12 hours of PhD-level labor which are not currently compensated.
I know a couple of people working in this space, and ultimately it ends up being a networking issue: in order to get peer reviewers at a scale which is acceptable, you basically have to buy editors with networks of contacts. Since good or even mediocre reviewers are scarce, this ends up leading to significant competition for reviews. But reviewers are not compensated so there is no market pressure for reviewers to actually exist. Publishing is now a profit-driven system built on top of an informal network created by enthusiasts who were originally doing the work because it was important to them.
There have been a couple of attempts at matchmaking systems and rewards systems. https://www.reviewcommons.org/ is the most visible in my field, but they only get 1-2 preprint reviews out per day so far. This is still quite new and there are a couple of other platforms in development.