Brazilian Higher Education in the 1960s and 1970s of the 20th Century: International Agreements and the Reform of the Brazilian University
Bibliographic record
Abstract
After World War II, cooperation agreements in the educational area were signed between Brazil and the United States. However, from the 1960s, there was a closer relationship between the two countries, with new agreements signed between the Ministry of Education (MEC) and the United States Agency for International Development (USAID), known as the MEC-USAID Agreements. This study’s objective is to analyze the influence of the MEC-USAID Agreements on the reform of the university approved by Law 5.540 / 1968, which established norms for the organization and functioning of higher education. Regarding the methodology, it is a documentary and bibliographic study. The results indicate that although there are criticisms of the agreements, there is no denying that they had influence on the 1968 reform, mainly regarding the cathedra extinction as well as the teaching career institution and the adoption of the departmental regime and credits in subjects. In addition, the university structure established by Law 5.540 / 68 remains virtually unchanged to this day.
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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 | 0.004 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.007 | 0.007 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".