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
Introduction, by Bruce Hoffman and Fernando Reinares Part I. In the West 1. The Evolution of the Post-9/11 Threat to the U.S. Homeland, by Lorenzo Vidino 2. The 2004 Madrid Train Bombings, by Fernando Reinares 3. Operation Crevice in London, by Peter R. Neumann and Ryan Evans 4. Dhiren Barot and Operation Rhyme, by Lindsay Clutterbuck 5. The Van Gogh Murder and Beyond, by Beatrice de Graaf 6. Leadership and the Toronto 18, by Stewart Bell 7. Operation Pendennis in Australia, by Sally Neighbour 8. The 7 July 2005 London Bombings, by Bruce Hoffman 9. The 2006 Airline Plot, by Paul Cruickshank 10. The Foiled Attacks in Italy in 2006, by Javier Jordan 11. The German Sauerland Plot, Central Asia, and Turkey, by Guido Steinberg 12. The Danish Glasvej Case, by Michael Taarnby 13. The January 2008 Suicide Bomb Plot in Barcelona, by Fernando Reinares 14. Ansar al-Fatah and Iraqi Networks in France, by Jean-Pierre Filiu Part II. Outside the West 15. Al-Qaeda Terrorism in Afghanistan, by Seth G. Jones 16. Attacks of al-Jemaah al-Islamiyah in Southeast Asia, by Rohan Gunaratna 17. The Mombassa Attacks of November 28, 2002, by Jonathan Fighel 18. The Origins of Sectarian Terrorism in Iraq, by Mohammed M. Hafez 19. The November 2003 Istanbul Bombings, by Guido Steinberg and Philipp Holtmann 20. The Sinai Terrorist Attacks, by Holly L. McCarthy and Ami Pedahzur 21. Comparing the 2003 and 2007 Incidents in Casablanca, by Jack Kalpakian 22. The 2007 Suicide Attacks in Algiers, by Anneli Botha 23. The 2003 Riyadh and 2008 Sanaa Bombings, by Thomas Hegghammer 24. The 2008 Mumbai Attack, by C. Christine Fair 25. The 2010 Suicide Attacks in Kampala, by Anneli Botha Conclusion, by Bruce Hoffman and Fernando Reinares List of Contributors Index
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 | 0.000 | 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 | 0.002 | 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