To cast out disease : a history of the International Health Division of the Rockefeller Foundation (1913-1951)
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. Introduction PART I: ROSE'S VISION 2. The First Stage: Rose's Vision 3. Rose's Vision: Tuberculosis in France (1917-1924) PART II: DISEASE ERADICATION 4. The First Hookworm Campaigns (1913-1920) 5. Retreat from Hookworm (1920-1930) 6. Yellow Fever: From Coast to Jungle 7. Malaria: Killing Mosquitoes and Anophilines (1915-1935) 8. World War II: DDT, Typhus, and Malaria 9. Malaria: The Ultimate Kill PART III: A RESEARCH PROGRAM 10. Reorganization and Research Laboratories (1928-1940) 11. Yellow Fever Vaccines: A Slap in the Face 12. Disease for Research PART IV: TRAINING THE EXPERTS 13. Frustrations in Sao Paulo: The Wrong Step in Rio 14. Northern Lights: London and Toronto 15. Rough Seas: Prague, Rome, Tokyo PART V: FINALE 16. Post-War Confusion: What To Do Next? 17. Conclusion: Swinging Pendulums
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 | 0.000 | 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) | 0.004 | 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