Privatizing Social Reproduction: The Primitive Accumulation of Water in an Era of Neoliberalism
Bibliographic record
Abstract
Abstract: Recent years have witnessed a resurgence of critical works seeking to extend Karl Marx's radical understanding of “primitive accumulation” in order to describe the increasing penetration of capital into new spaces and social relations in the contemporary era of neoliberal globalization. This paper will argue that the intensification of the commodification of water may be understood as an ongoing mechanism of primitive accumulation and that this process generates contradictions and tensions not solely for capitalist relations of production, but more crucially, for relations of social reproduction. Further, while recent years have witnessed the emergence of a new discourse on water governance that advocates a more active role for governments in the water sector and for the incorporation of the “voices” of women and the poor in the development of sustainable and equitable water policies, this new discourse ultimately remains informed by neoliberalism's individualist ontology and its material and discursive dedication to economic growth above broader social considerations.
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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 | 0.005 | 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 | 0.074 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.002 | 0.003 |
| 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".