Comment Re:Editable scientific data? (Score 1) 61
Versioning only ensures that anyone who subsequently performs the calculations will reach the same result - it does not verify the data is complete or correct.
Nothing much ensures that the data is complete or correct now either, other than peer review over a long period of time by people who are wholly unconnected with the original work (and its funding). In fact, in some sciences you're not going to get complete data in a public venue anyway (some sciences work with data that in raw form can identify individual people; think medical research). Correctness is hard to evaluate; what does it even mean for raw data in the first place?
But keeping versioned data does help with some types of analysis, such as working out whether a scientist's hypothesis was reasonable based on what data was available at the time, and whether that hypothesis still holds water or when it ceased to be good. It also makes it much easier to detect fraud, and you can use all the sorts of concepts developed for distributed source code management to make it all more comprehensible.
Don't think "wikipedia for scientific data", think "github for scientific data". That's a much better model.