Author

Pieter Claassen

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Open access Sep 2026

Calibrating LLM-Derived Trust Scores for News Outlets When Public Factuality Scorecards Disappear

These findings support calibrated LLM trust vectors as a potentially useful archival proxy while highlighting benchmark dependence, sampling constraints, model sensitivity and the importance of reproducible data provenance.

Pieter Claassen, G. V. Van Vuuren, Tanja Verster · Information · 0 citations