Presence through absence? Understanding the role of capital in the African Human Rights Action Plan
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 This study examines the African Human Rights Action Plan (AHRAP) through the lens of Upendra Baxi's germinal theory on the emergence in our time of a ‘trade-related, market-friendly human rights’ (TREMF) thesis that is challenging the specific understandings of ‘people-centric’ human rights that are predicated in the letter and spirit of the Universal Declaration of Human Rights (UDH). Baxi contends, instead, that the dominant strands of the contemporary understandings of human rights are – for the most part – designed to protect the interests of global capital. That said, human rights frameworks in low-income countries need to be studied with a view to what they say and don't say about global capital. Despite its attempt to facilitate a progressive realisation of human rights in Africa, the AHRAP does not rise far enough above the TREMF paradigm to re-locate itself within the UDH one. This is due to the AHRAP not adequately theorising and analysing the role of capital in the (non)realisation of human rights in Africa. By allowing trade and market practices to slip to a significant extent beyond its purview, the AHRAP privileges – to a significant degree – the needs/interests of capital over the human rights of ordinary Africans. That is, the victims of the excesses of capital in Africa are reincarnated in the AHRAP document by the fact of their exclusion from it.
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 | 0.001 | 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