Automatically modelling and distilling knowledge within AI. In other words, summarising the AI research firehose.

Automated assessment of transparency across the biomedical literature.

This is a repository that contains all code and data needed to reproduce the results of a meta-research study looking at code (and data) sharing in ecology journals with and without code-sharing policies

This research project is part of a PhD by Lee Jones and will examine statistical quality in health and biomedical research by focusing on linear regression models. The goal of this study is to explore current statistical practice and identify common statistical misconceptions and errors made by researchers. We expect our results will highlight the most common issues for regression analyses and demonstrate where training and reporting guidelines need to be strengthened. For further information about this study, please contact the research team at lee.jones@qut.edu.au.

Simulating the impact of random audits on the research world

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.

Governance framework defining institutional authority boundaries and policy contracts for AI-assisted workflows.

paper: citation sentiment classification

like homebrew but with less fizz. install binaries as fast and as easy as possible. no package manager, no recipes or metadata to update, just install and go bin, binaries, fast, installer

Text mining and analysis of “data available upon request” statements in scientific articles.

USENIX 2025 paper artifacts

Companion repository for the paper "Methodological Trends in Psychology Research: Analyzing Abstracts with NLP and Machine Learning." Includes code, term glossary, and workflows for clustering and text analysis.

AI-assisted meta-research repository by David Osipov. Synthesizing scientific literature on environmental health, AI ethics, cybersecurity, and more, with human validation. Licensed under CC-BY-4.0. Uses SPDX and automated SBOM

LLM agent for p-hacking & selective-reporting risk screening in academic PDFs.

Taxonomy of how AI silently corrupts scientific reasoning. Companion to submitted paper.