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
It is now widely recognised that a Cold War perspective falls short in unfolding the complex geographies of connections and the multipolarity of actions and transactions that were shaped through the movement of individuals and ideas from Africa to the "East" and from the "East" to Africa in the decades in which African countries moved to independence. Adopting an interdisciplinary, transregional perspective, this volume casts new light on aspects of the role of Eastern Europe and the Soviet Union in the decolonisation of Africa. Taking further themes explored in a collection of essays published by the editors in 2019, the twelve case studies by authors from South Africa, Czech Republic, Portugal, Russia, Hungary, Italy, Canada, Serbia, and Germany draw on new sources to explore the history of the ties that existed between African liberation movements and the socialist bloc, some of which continue to influence relationships today. Chapters contribute to three relevant main themes that resonate in a number of scholarly fields of inquiry, ranging from Global Studies, Transregional Studies, Cold War Studies, (Global) History to African Studies, Eastern European, Russian and Slavic Studies: Reconsiderations, Resources, and Reverberations. Drawing upon newly opened archives and combining transregional perspectives with sources in different languages, chapters explicitly point out the shortcomings of past research and debates in the respective field. They highlight new avenues which have been developing and which need to be further developed (Reconsiderations). Selected case studies address the resources of those being active and involved in decolonisation processes, be it in East, North, West and South. They reveal: Which resources (both material and intellectual) are the actors drawing upon? On the other hand: From which resources are individuals on one side or the other reciprocally or intermittently (intentionally) kept away? (Resources). Finally, the third theme puts an emphasis on the historicity of the processes depicted. Studies point to the gaps and dead ends of international support, the paths that peter out, but also to repercussions and reverberations up until today. (Reverberations) Taken these three themes together, the individual chapters contribute to the overall question of: Which general historical narratives about the second half of the 20th century are changing based on these new research findings?
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 | 0.001 | 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 | 0.003 |
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