Reproducibility Appendix: Quantifying Fragmentation in Ignorance Studies, A Statistical Test of the Three-Stream Model

This is the reproducibility appendix for the SSRN preprint "Quantifying Fragmentation in Ignorance Studies: A Statistical Test of the Three-Stream Model" (Ramin Saadat, British Institute for Ignorance Studies). It contains five Python scripts, executed in sequence, along with the two raw data files (corpus_metadata.csv and citation_edges.csv) needed to reproduce all statistical results reported in the paper (Tables 2, 3, 4, and Section 2.6) without repeating the OpenAlex extraction step. See README.md for execution order and requirements.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-25
DOI
https://doi.org/10.5281/zenodo.22962075
Primary Topic
Meta-analysis and systematic reviews
Type
preprint
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preprint

Reproducibility Appendix: Quantifying Fragmentation in Ignorance Studies, A Statistical Test of the Three-Stream Model

Ramin Saadat
Zenodo (CERN European Organization for Nuclear Research)
Meta-analysis and systematic reviews
preprint

Reproducibility Appendix: Quantifying Fragmentation in Ignorance Studies, A Statistical Test of the Three-Stream Model

Ramin Saadat
preprint en

Abstract

This is the reproducibility appendix for the SSRN preprint "Quantifying Fragmentation in Ignorance Studies: A Statistical Test of the Three-Stream Model" (Ramin Saadat, British Institute for Ignorance Studies). It contains five Python scripts, executed in sequence, along with the two raw data files (corpus_metadata.csv and citation_edges.csv) needed to reproduce all statistical results reported in the paper (Tables 2, 3, 4, and Section 2.6) without repeating the OpenAlex extraction step. See README.md for execution order and requirements.

Zenodo (CERN European Organization for Nuclear Research)
Meta-analysis and systematic reviews
DOIOpen Access PDFOpenAlex
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Reproducibility Appendix: Quantifying Fragmentation in Ignorance Studies, A Statistical Test of the Three-Stream Model — Ramin Saadat · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS