Emile Boullineau

No Variance, No Verdict: Operating Characteristics of Stability Gates in Repeated-Call LLM Experiments

Repeated-call psychology studies increasingly use hosted large language models as judges, simulated participants, and classifiers. Some studies preregister a correlation between original and repeated cell rates as an eligibility gate. Correlation, however, targets profile preserv...

No Variance, No Verdict: Operating Characteristics of Stability Gates in Repeated-Call LLM Experiments

Repeated-call psychology studies increasingly use hosted large language models as judges, simulated participants, and classifiers. Some studies preregister a correlation between original and repeated cell rates as an eligibility gate. Correlation, however, targets profile preserv...