Bibliographic record
Abstract
This article discusses the process that debtor countries go through in the two mechanisms created to work out solutions for their huge and unpayable external debts, namely, the Paris Club and the Heavily Indebted Poor Countries (HIPC) Initiative.As the international lending process is structured today, it is through these mechanisms that debtor countries obtain debt forgiveness, reduction or rescheduling.The absolute control of these two mechanisms by creditor countries will be examined, together with the crucial role reserved to the International Monetary Fund (IMF) as the final dispenser of the 'stamp of approval' whether debtor countries will ultimately get debt relief.Also, this article identifies the so-called 'conditionalities' that are attached to debt relief obtained through the Paris Club and HIPC Initiative.What sort of policy prescriptions, 'structural adjustments' or other domestic changes are being pushed through these mechanisms?And finally, this article examines how these conditionalities comport with the principle of economic self-determination of peoples that supposedly guarantees their right to pursue an independent process of economic development.Essentially, this article attempts to answer these questions: Are the Paris Club and HIPC mechanisms fundamentally at odds with economic self-determination?And more generally, are they respectful of the 'rule of law' in the international system?
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.
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.225 | 0.099 |
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".