Peer to peer science aims to make science more open, messy, and computationally active using blockchain technology. It proposes decentralizing the scientific process by allowing anyone to contribute hypotheses and experiments that are continuously evaluated through computational consensus rather than traditional peer review. This could make the best available science accessible to all through a decentralized sensor mapping protocol that scores predictions based on their complexity and context.