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

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.

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

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

a community version of Unfold Research monorepo

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

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

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

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

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

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!

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.

AI Journal of Arts & Metascience (AIJAM)

GEneric NEuro MEtadata DEscriptors

A model of the reliability of scientific findings as affected by the convention threshold for statistical significance and by various methods of reporting findings.

Collabra 2025: Scripts and data for the study "Does Scientific Productivity Increase the Publication of Positive Results?" published in Collabra: Psychology.

A tool for detecting statistical anomalies in data from randomized controlled trials (RCTs) presented in medical research papers using automated data extraction and statistical testing.