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
1. Gaddis, John Lewis Intelligence, Espionage and Cold War Origins, Diplomatic History 13 [1989] 2. Feifer, George The Berlin Tunnel, MHQ: The Quarterly Journal of Military History 10 [1998] 3. Zubok, Vladislav Soviet Intelligince and the Cold War: The Small committee of Information, 1952-53, Diplomatic History 19 [1995] 4. Guth, David W Ike's Red Scare: The Harry Dexter White Crisis, American Journalism 13 [1996] 5. Whitaker, Reg Spies Who Might Have Been: Canada and the Myth of Cold War Counterintelligence, Intelligence and National Security 12 [1997] 6. Sarotte, M E Spying Not Only on Strangers:Documenting Stasi Involvement in the Cold War, Intelligence and National Security 11 [1996] 7. Barnes, Trevor The Secret Cold War: The CIA and American Foreign Policy in Europe, 1946-1956, Historical Journal 24 [1981,1982] 8. Taylor, Sandra C Long-haired Women, Short-haired Spies: Gender, Espionage and America's War in Vietnam, Intelligence and National Security 13 [1998] 9. Gerard, Christopher On the Road to Vietnam: The Loss of China Syndrome, Pat McCarran and J Edgar Hoover, Nevada Historical Society Quarterly 37 [1994] 10. Han, Yelong An Untold Story: American Policy Toward Chinese Students in the United States, 1949-1955, Journal of American-East Asian Relations 2 [1993] 11. Simmons, Jerold The Origins of the Campaign to Abolish HUAC, 1956-1961, The Californian Connection, Southern California Quarterly 64 [1982] 12. Lee, R Alton McCarthyism at the University of South Dakota, South Dakota History 19 [1989] 13. Bryan, Ferald J Joseph McCarthy, Robert Kennedy and the Greek Shipping Crisis: a Study of Foreign Policy Rhetoric, Presidential Studies Quarterly 24 [1994] 14. Rossi, John P The British Reaction to McCarthyism, 1950-1954, Mid-America 70 [1988] 15.Lovin, Hugh T Lyndon P Johnson, The Subversive Activities Control Board and the Politics of Anti-Communism, North Dakota Quarterly 54 [1986] 16. Chen, Jian The ward case and the Emergence of Sino-American Congrontation, 1948-1950, Australian Journal of Chinese Affairs 30 [1993] 17. Geelhoed, E Bruce Dwight D Eisenhower, the Spy Place and the Summit: A Quarter Century Retrospective, Presidential Studies Quarterly 17 [1987] 18. Kauppi, Mark Intelligence Assessments of Soviet Motivations: JIS 80 and Kennan's Long Telegram, Intelligence and National Security 9 [1994] 19. Klehr, Harvey and John Haynes The Comintern's open Secrets, The American Spectator [December 1992] 20. McAuliffe, Mary S Dwight D Eisenhower and Wolf Ladejinsky: The Politics of the Declining Red Scare, Prologue 14 [1982] 21. Josephson, Harrold Ex-Communists in Crossfire: A Col
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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