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Record W4392594892 · doi:10.18357/bigr51202421800

Kidnapped Water and Living Otherwise in a World of Drought, Fires, and Floods

2024· article· en· W4392594892 on OpenAlex
Isabel Altamirano‐Jiménez

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueBorders in Globalization Review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsCanadian Mennonite University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsFlood mythGeographyClimatologyEnvironmental scienceWater resource managementPhysical geographyGeologyArchaeology

Abstract

fetched live from OpenAlex

This essay considers how the production of water as a resource that can be extracted and commodified is situated at the core of colonial capitalist economies. Water has become a volatile means to secure economic growth under conditions of accelerated aridification and scarcity. The focus of the analysis is the struggle of the United Front of Nahua Communities in Puebla, Mexico against the water bottling company Danone Bonafont. Like other Indigenous struggles, the significance of this case goes beyond water rights and environmental justice. Shifting the focus to relationships of water—the interactions between the human and non-human worlds, this paper demonstrates that conflicts over water, the life, and energy it represents reflects not only different value systems but also a disconnect about the place of humans in the wider world and in the current context of climate catastrophes, fires, and droughts. I develop a “confluence of plural bodies” approach to explore how “water as life” may offer us the language to envision alternative understandings of liberation.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.913
Threshold uncertainty score0.381

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.008
GPT teacher head0.310
Teacher spread0.302 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it