Internationalists, sovereigntists, nativists: Contending visions of world order in Pan-Africanism
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
Abstract Contrary to common assumptions that the liberal world order was ‘made in the West’, this article argues that it was produced in interaction with Pan-African ideology and actors. Developing a morphological analysis, it identifies three contending visions of world order within Pan-Africanism: a world of continental unity and transnational solidarity; a world of national sovereignty; and a world of racially defined units. It concludes that Pan-Africanism contains intellectual and political resources for the defence, reinvigoration, and invention of a more just, equal and rule-bound multilateral world, but that this cannot be taken for granted. Pan-Africanism is neither inherently progressive, nor reactionary, and can support multilateralism and sovereigntism in equal measure. Pan-Africanism's nativism also carries particular risks at a time when similar identitarian viewpoints are promoted by Radical Right movements. Understanding the manner in which Pan-Africanism informs and legitimises diverse political agendas is thus of crucial importance for IR, for Pan-Africanists, and for the future of world order.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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