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stat.AP2026
Bridging Network Psychometrics and Artificial Intelligence: An Ising-Potts Model with LLM-Derived Weights
Matthias von Davier
The Potts model extends the Ising model to multinomial data. We introduce a Rater Ising-Potts model that uses agreement indicators between pairs of ratings and category labels, wit…
stat.AP2026
Integrating Network Psychometrics and LLMs: The Ising-Embeddings-Model applied to Reliability Auditing
Matthias von Davier
Scoring consistency for constructed-response items in large-scale assessments is typically estimated through double-scoring, which uses small samples and assumes independence among…