Introduction Legal decision makers may remember information without using it to update a legal judgment, and may respond differently to the same recommendation depending on its attributed source. LEAD separates these processes into memory-entry, judgment-incorporation, and authority-deference gates. Methods We reanalyzed three public, de-identified datasets: one jury-deliberation misinformation study and two preregistered judge-versus-artificial-intelligence sentencing studies. We compared gate-specific estimates while retaining study-specific outcomes and raw units. Results In Study 1, pro-prosecution misinformation crossed the memory-entry gate more clearly than the judgment-incorporation gate. In Studies 2 and 3, mitigating case facts produced larger judgment-incorporation effects than authority-source assignment. The authority-source effect was equivalent to zero within a prespecified small-effect bound in Study 2 (source Experiment 1), but remained inconclusive in Study 3 (source Experiment 2). Discussion LEAD identifies which process changed and supports cross-gate magnitude comparisons without treating unlike outcomes as identical. This secondary analysis does not estimate behavior in real courts, but it provides a transparent framework for forensic and legal psychology.
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Xiangran Xie (2026) studied this question.
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