Edward Peterson, <i>The Secret Police and the Revolution: The Fall of the German Democratic Republic</i>. Westport, CT: Praeger, 2002. 286 pp. $67.95.
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
April 01 2004 The Secret Police and the Revolution: The Fall of the German Democratic Republic EdwardPeterson, The Secret Police and the Revolution: The Fall of the German Democratic Republic.Westport, CT: Praeger, 2002. 286 pp. $67.95. Gary Bruce Gary Bruce University of Waterloo (Ontario) Search for other works by this author on: This Site Google Scholar Author and Article Information Gary Bruce University of Waterloo (Ontario) Online Issn: 1531-3298 Print Issn: 1520-3972 © 2004 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology2004 Journal of Cold War Studies (2004) 6 (2): 106–109. https://doi.org/10.1162/jcws.2004.6.2.106 Cite Icon Cite Permissions Share Icon Share Twitter LinkedIn Views Icon Views Article contents Figures & tables Video Audio Supplementary Data Peer Review Search Site Citation Gary Bruce; The Secret Police and the Revolution: The Fall of the German Democratic Republic. Journal of Cold War Studies 2004; 6 (2): 106–109. doi: https://doi.org/10.1162/jcws.2004.6.2.106 Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentAll JournalsJournal of Cold War Studies Search Advanced Search This content is only available as a PDF. © 2004 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology2004 Article PDF first page preview Close Modal You do not currently have access to this content.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it