Cool effort. But ... its a score to jstor. It's unorganized. But ... science if full of noise and crappy publications these days anyway. Lots of ways to do the same thing, unprooven and only exists because everybody has to publish to stay relevant. Now: How to really improve science ? My suggestion: A big python framework for each field of study. That has implementations of the real algorithms and models for comparis…
It's not meant to be a competitor to JSTOR, as much as this is a statement in honor of someone. A framework like that would be awesome, but that has a different meaning from the collection of personal pdf posts/uploads each individual on Twitter contributed.
For smogzer, there is some interesting research on how knowledge from the research literature can be better represented. For example using concept mapping, see this great paper by Simon Buckingham-Shum (who has many others): http://oro.open.ac.uk/6463/1/kmi-04-28.pdf. Anita de Waard has given many presentations on semantic and executable papers, for example http://www.slideshare.net/anitawaard/executing-the-research-....