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The annual society of toxicology conference has 288 company booths. We built a phylogeny of those companies. Companies are clustered by similarity of their products and descriptions. Example products and companies are given for each cluster. How was this built? A Sysrev.com Doc2Vec model was used to transform company
Reviewing PDFs on sysrev is easy. Just create the review, and upload a zip file. Projects are public by default (which means anybody can see, but not edit your work). To create a private project, you'll need a Pro Account. Then just go to manage → settings → private. By the way,
Sysrev is the first open access document review platform. Users create projects where they upload articles, define review tasks, and recruit a team. The team then performs the review tasks on the uploaded articles. Sysrev automates these tasks by building new machine learning models once every 24 hours. Sysrev review
Precedence is a powerful human motivator, but how do you prove you are first? Innovation is a key criteria in the evaluation of new work. Why do something if it has already been done? Today, the internet, patent, and entire academic system support the notion of precedence. But even now
The internet's growing echo chamber polarizes discourse and generates extreme views. Because the internet feeds us information that agree with our views it is possible for our opinions to become unanchored from reality. It's time for cautious, careful thought to make a comeback.