Of liquid dreams: a political ecology of water privatization in Buenos Aires
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
The privatization of water and sanitation in Buenos Aires has been hailed by its neo-liberal proponents as an unprecedented success. This paper takes a deeper and more critical look than many of these accounts. It looks at political and economic changes within Argentina in order to explain the troubling findings regarding the performance of Aguas Argentinas, the private company that won the concession for most of Buenos Aires. The paper begins with a brief overview of the political and economic context in Argentina before describing the process involved in the water privatization in Buenos Aires. It then discusses the outcomes, including changes in coverage and charges to end users as well as impacts on labour and the environment. The paper describes how the promised reduction in water tariffs did not materialize (in fact the opposite occurred) and how agreed-upon targets for expanding sewerage connections and sewage treatment were not met. It also describes how the national government intervened to support the water company in conflicts with the regulatory agency and even by-passed the regulatory agency when the water company wanted to renegotiate the contract. Finally, the role of international financial institutions in this process is discussed.
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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 | 0.000 | 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 | 0.000 | 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) | 0.000 | 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