# Reframe Study - Repository Architecture

R_scripts/

Scripts used to analyze the study data, including statistical tests for RQ1, RQ2, and RQ3, as well as descriptive statistics and some exploratory analyses.

reframe_platform/

Source code for the main study prototype. Instructions for setting up and running the system are provided in the corresponding subdirectory.
All personas and news article dataset can be found in: reframe_platform/reframe_tool/data

study_data/

The full dataset collected during the study, exported as CSV files and organized by table.

Acknowledgments

Claude Opus 4.5 was used for coding assistance during the development of the study prototype. All code was reviewed and revised by the authors, who take full responsibility for the accuracy, originality, and integrity of the work.


The prototype was developed by MediaFutures researcher Tobias J. Wessel and is part of the UMAP 2026 paper "Increasing Editor Trust in News Personalization Systems with
Fact-checked Large Language Models."