Czechoslovakia and Congo/Zaire under Mobutu, 1965–1980
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
This study deals with the complicated relationship between the former Czechoslovakia and Congo/Zaire during the period of Mobutu Sese Seko's rule, 1965–1980. Czechoslovakia was very active in Africa during the cold war period and tended to develop economic and diplomatic relations with the majority of African countries. The countries were divided into several categories: priority countries, which were socialist or Marxist-oriented; countries of economic importance, and countries under the influence of former colonial capitalist powers. Despite being in the latter category, Congo/Zaire was of great importance due to its natural resources and economic potential. The Czechoslovak government sought to identify ways of strengthening its position there. Due to several administrative obstacles, direct economic exchange was impossible and all economic contacts had to be channelled via Belgium and Belgian companies. Nevertheless, in spite of such obstacles, both states tried to develop fruitful economic relations.
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it