Recasting Neoliberal Dominance in the Global South? a Critique of the Monterrey Consensus
Bibliographic record
Abstract
The UN Financing for Development conference (FfD) was held in Monterrey, Mexico, in March 2002 to gain international financial and political support for the Millennium Development Goals. Various multilevel consultations were held with “equal stakeholders” ranging from the IMF and WTO to civil society organizations in order to forge a consensus-based framework for substantially reducing world poverty. However, despite the FfD's seemingly novel attempts at inclusionary and multilateral forms of negotiation, this article suggests that the Monterrey consensus is, in the first instance, concerned with reproducing and thus legitimating the growing power of transnational capital. The consensus is not so much about reducing poverty as it is about managing the ever-increasing polarization of capitalist social relations in the South.
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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 | 0.025 | 0.029 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.011 | 0.049 |
| Scholarly communication | 0.013 | 0.013 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.009 | 0.019 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".