epistemic-reliability

This paper introduces Kahneman4Review, a benchmark of 3,563 peer reviews rated along nine theoretically motivated textual dimensions, eight bias diagnostics, and a continuous reasoning-quality score, to evaluate whether LLM judges can distinguish analytical form from genuine epistemic quality in peer review.