Juan O'Gorman, Daniel Cosío Villegas, and the Mexican Historical Profession: An Interview with Josefina Zoraida Vázquez
Bibliographic record
Abstract
Professor Josefina Zoraida Vázquez has made an indelible imprint on the discipline of the history of Mexico. Her publications have provided an analysis of the Mexican experience through such diverse themes as the U.S. invasion (1846-1848), the evolution of national education programs, and the struggles to establish federalism and republicanism in the first decades of independence. She has written official textbooks used by all Mexican school children, appeared on numerous television programs, taught dozens of doctoral students, and assisted many scholars in both Mexico and the United States. She has been an active member of the historical profession; she organized the Congress of Mexican Historians from Mexico, the United States, and Canada in Patzcuaro in 1977 and served as the President of the same organization in Monterrey in 2003.
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How this classification was reachedexpand
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.014 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads 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".