Trustworthiness Research Index Methodology (TRIM) Framework and Audit System

The TRIM Framework is a reproducibility-centered meta-research evaluation system developed to systematically assess the trustworthiness of scientific fields across Methods, Reporting Transparency, Reproducibility, Bias Evaluation, and Incentives. It integrates AI-assisted auditing, machine learning prediction, and trustworthiness index (TI) scoring.