Preregistration: revision plan D and journal extension J for Validating LLM User Simulators for Information Cocoon Research

Two analysis plans written before any new run. Plan D addresses the review of TCSS-2026-09-1681; Plan J adds EB-NeRD small, Llama-3.1-8B-Instruct, subcategory metrics and a prompt sensitivity check. Chinese originals govern; English files are translations. SHA-256 hashes are listed in README.md.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-09
DOI
https://doi.org/10.5281/zenodo.24089000
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Preregistration: revision plan D and journal extension J for Validating LLM User Simulators for Information Cocoon Research

Yunan Zhang
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Preregistration: revision plan D and journal extension J for Validating LLM User Simulators for Information Cocoon Research

Yunan Zhang
article en

Abstract

Two analysis plans written before any new run. Plan D addresses the review of TCSS-2026-09-1681; Plan J adds EB-NeRD small, Llama-3.1-8B-Instruct, subcategory metrics and a prompt sensitivity check. Chinese originals govern; English files are translations. SHA-256 hashes are listed in README.md.

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
DOIOpen Access PDFOpenAlex
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