Check Research Outputs for Best Practices

👁️‍🗨️ Scientists often do the same bad stuff. Automate giving deterministic feedback during peer review with determinstic (LLM-free)

Replication Resources (code+data) for "Causal Claims in Economics" by Garg P. and Fetzer T. (2026)

Online service for analyzing research profiles of scientists and conferences

Open-source research tool for browsing suggested questions in economics from the literature.

Distributed integrity infrastructure for collusion-resistant independent verification. Blind peer validation of any verifiable claim — scientific, regulatory, or institutional — recorded as tamper-evident Harmony Records. Built in Rust on Holochain.

Data repository of the results for the COVID-19 Tournament of the Behavioral and Social Science Forecasting Collaborative

A list of awesome resources for information extraction from PDFs for metascientific research

a community version of Unfold Research monorepo

Retrieves scientific article abstracts, applies tagging to categorize them, and uploads the results to your MySQL server.

This proof-of-concept service syncs Octopus publications to ATProto / Bluesky network.

Discover the hidden costs behind publishing your research. Estimates how much an academic author, institution, or funder has spent on publication fees, including the % of for profit publishers. Contributions welcome!

Description of the method and the codes for the World after Covid project, along with data, and main analyses.

A workflow for identifying generalizations in humanities articles.

ZfP 2024: Tool to predict prevalence of positive results in scientific abstracts.

AI Journal of Arts & Metascience (AIJAM)

AWARE is a decision support tool for Avoiding WAste in health REsearch. It allows users to upload studies and assess their value for decision-making. In development.

MLKN.lab — Multi-Layered Knowledge Network Ideas Laboratory — MLKN.lab is a computational metascience initiative dedicated to mapping, modeling, and quantifying the epistemic topology of global scientific discovery.

GEneric NEuro MEtadata DEscriptors

Answers "where should I submit this paper?" from cited soft metadata — reviewer culture, framing requirements, real word limits — instead of model recall. 399 curated journal entries, a 166,821-journal ISSN spine, and blanks where nobody actually knows.