Towards Praxes of the Region: Agential Constructivist Approaches to Regionalisms
Bibliographic record
Abstract
While both formal and informal regionalisms examine the political ramifications of economic flows of capital, goods, and people, there is a blurring of such conceptual dichotomies in practice. Hence, in order to offer a more accurate account of the distinctions and overlap between the formal and informal - and to rectify the tendency to overlook the agency of African state actors and non-state actors - this article offers an agential constructivist approach that seeks to advance a praxis - or praxes - of the region. To that end, the article advances the concept of bifurcated interregionalisms as a means of analyzing cases of regional dynamics and regionalisms in Southern Africa and East Africa. The article concludes by offering some reflections on the future of regionalisms in an emerging global order in flux whereby illiberal and xenophobic variants of regionalisms compete with the liberal and cosmopolitan versions.
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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 | 0.013 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.004 | 0.076 |
| Scholarly communication | 0.013 | 0.016 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.003 | 0.007 |
| Insufficient payload (model declined to judge) | 0.002 | 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".