Messersmith, G.S., Mexico City. To Harry C. Hawkins, Washington.
Bibliographic record
Abstract
Has just returned from two weeks vacation at San Jose de Purua, first vacation since leaving Department in 1940; refers Hawkins to May 1 letter to Secretary on consideration of U.S. withdrawal from Joint Mexican-U.S. Commission on Economic Cooperation; thinks withdrawal would be great mistake; some of Messersmith's remarks regarding preferential treatment for Mexico may have been misunderstood; agrees in principle of equality of treatment, but there are practical considerations in U.S.-Mexican relationships which cannot be ignored; Mexico will develop industrially and agriculturally and if U.S. doesn't cooperate other countries will; Mexico and Canada closest neighbors of U.S. and it is essential that U.S. maintain friendly relations with them; wishes Hawkins could come down for a few weeks and see for himself the situation in Mexico; Donald Nelson [of War Production Board] scheduled to come middle of June; thinks his visit to look at some industrial projects that are under way will show Mexicans that U.S. is interested in their development.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.641 | 0.382 |
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 itClassification
machine, unvalidatedMachine predicted; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".