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Record W4417406047 · doi:10.4000/15d2n

Extractivist Fractures in the Atacama Desert: An Oasis of Contradictions

2025· article· sl· W4417406047 on OpenAlexaff
Chiara Braucher, Hernán Bianchi Benguria

Bibliographic record

VenueRevue de géographie alpine · 2025
Typearticle
Languagesl
FieldEngineering
TopicMining and Resource Management
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsIndigenousPolitical ecologyEnvironmental justiceCorporate governancePoliticsResistance (ecology)Space (punctuation)Grounded theoryEconomic Justice

Abstract

fetched live from OpenAlex

This article examines the socioecological ‘fractures’ emerging from lithium extraction in the Atacama Salt Flat, a massive, high-altitude saline formation on the Chilean Andean Mountain Range, and one of the world’s richest lithium reserves. Conceptualized as an ‘oasis of contradictions,’ the Atacama’s territory—defined by its hydrological basin—is simultaneously, a site for the global ‘green’ transition and a space of deepening dispossession—where transnational demands for lithium collide with Indigenous territorialities. Grounded in political ecology and based on extensive fieldwork with Lickanantay communities, our study imagines ‘fractures’ as multidimensional disruptions—ecological, cultural, and political—driven by extractivist dynamics. By unpacking the socioecological fallout of ‘green’ mining—foregrounded by Indigenous resistance and territorial claims in the Andean Highlands—our research challenges dominant development logics and calls for governance frameworks grounded in socioenvironmental justice and community resilience.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0090.032
Scholarly communication0.0060.004
Open science0.0010.007
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.010
GPT teacher head0.253
Teacher spread0.244 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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