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
Strategic Coercion: Concepts and Cases, Lawrence Freedman (ed.). New York: Oxford University Press, 1998, pp.412. $92.00 (hardback). ISBN 0–19–829349–6. The Political Influence of Naval Force in History, James Cable. London: Macmillan Press Ltd., 1998, pp.223. $59.95 (hardback). ISBN 0–312–21754–4. The Myth of Global Chaos, Yahya Sadowski. Washington, DC: Brookings Institution Press, 1998, pp.267. $28.95 (hardback). ISBN 0–8157–7664–0. Regional Orders at Century's Dawn: Global and Domestic Influences on Grand Strategy, Etel Solingen. New Jersey: Princeton University Press, 1998, pp.334. $65.00 (hardback); $19.95 (paperback). ISBN 0–691–05879–2 (Hbk): 0–691–058806 (Pbk). China's Security: The New Roles of the Military, Mel Gurtov and Byong‐moo Hwang, Boulder: Lynne Rienner Publishers, 1998, pp.349. $59.95. ISBN 1–55587–434–7. Never at War: Why Democracies Will Not Fight One Another, Spencer R. Weart. New Haven and London: Yale University Press, 1998, pp.424. $35.00 (hardback). ISBN 0–300–07017–9. Arms Procurement Decision Making, Volume I: China, India, Israel, Japan, South Korea, and Thailand, Ravinder Pal Singh (ed.). Oxford: Oxford University Press, 1998, pp.323. £35.00, $55.00. ISBN 0–19–829279–1. Israel and the Bomb, Avner Cohen. New York: Columbia University Press, 1998, pp.423. $27.50 (hardback); $17.50 (paperback). ISBN 0231104820; 0231104839. Baltic Security: Looking Towards the 21st Century, Gunnar Arteus and Atis Lejins (eds.). Stockholm: Swedish National Defense College, and Riga: the Latvian Institute of International Affairs, 1998, pp.244. ISBN 9984–583–09–0. Europe Undivided: The New Logic of Peace in US‐Russian Relations, James E. Goodby. Washington, DC: United States Institute of Peace Press, 1998, pp.256. $14.95 (paperback). ISBN 1–878379–75–5. Arms Control on the Korean Peninsula, International Penetrations, Regional Dynamics and Domestic Structure, Chung‐in Moon. Seoul, Korea: Yonsei University Press, 1996, pp.327. $15. ISBN 89–7141–412‐X. How Nations Make Peace, Charles W. Kegley, Jr. and Gregory A. Raymond. New York: St. Martin's Press, 1999, pp.293. $35.00 (hardback). ISBN 0–312–21948–2. Nuclear Mentalities? Strategies and Beliefs in Britain, France and the FRG, Beatrice Heuser. New York: St. Martin's Press, 1998, pp.277. $69.95 (hardback). ISBN 0–312–21321–2. The Other Missiles of October: Eisenhower, Kennedy, and the Jupiters, 1957–1963, Philip Nash. Chapel Hill: The University of North Carolina Press, 1997. $45.00 (cloth); $18.95 (paperback). ISBN 0808823392; ISBN 0807846473. Revolutionary Movements in Latin America: El Salvador's FMLN and Peru's Shining Path, Cynthia McClintock. Washington, DC: United States Institute of Peace Press, 1998, pp.493. $37.50 (hardback); $19.95 (paperback). ISBN 1–878379–77‐l(Pbk): 1–878–379763 (Hbk). Endgame: Solving the Iraq problem ‐ Once and for All, Scott Ritter. New York: Simon and Schuster, 1999, pp.199. $22.00 (hardback). ISBN 068486485. Cooperation or Conflict in the Taiwan Strait?, Ralph N. Clough. Lanham, Maryland: Rowman and Littlefield Publishers, 1999, pp.155. $54.00 (hardback); $21.95 (paperback). ISBN 0–8476–9326–0; ISBN 0–8476–9325–2.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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