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PreprintCC BY-NC-ND 4.0Zenodo

No Learning Under This Protocol: A Preregistered Validity Audit of a Downsized Frozen-Student Replication of Sherpa's Simulator

  • Prabhu Rangaraju
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Abstract

Preprint of a preregistered validity audit of a downsized frozen-student replication of Sherpa's simulator: a preregistered negative result showing student correctness frozen at 297/300 (no learning under the protocol), submitted to the Journal of Educational Data Mining (JEDM). Public reproduction materials: https://github.com/pchi1606/sherpa-simulated-student-audit

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Cite

BibTeXRIS
BibTeX
@misc{rangaraju2026learning,
  title = {{No Learning Under This Protocol: A Preregistered Validity Audit of a Downsized Frozen-Student Replication of Sherpa's Simulator}},
  author = {Prabhu Rangaraju},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23439572},
  url = {https://zenodo.org/records/23439572},
  note = {CC BY-NC-ND 4.0},
}
RIS
TY  - UNPB
TI  - No Learning Under This Protocol: A Preregistered Validity Audit of a Downsized Frozen-Student Replication of Sherpa's Simulator
AU  - Prabhu Rangaraju
PY  - 2026
DA  - 2026/10/17
PB  - Zenodo
DO  - 10.5281/zenodo.23439572
UR  - https://zenodo.org/records/23439572
AB  - Preprint of a preregistered validity audit of a downsized frozen-student replication of Sherpa's simulator: a preregistered negative result showing student correctness frozen at 297/300 (no learning under the protocol), submitted to the Journal of Educational Data Mining (JEDM). Public reproduction materials: https://github.com/pchi1606/sherpa-simulated-student-audit
ER  -