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Record W4407057224 · doi:10.1016/j.erss.2025.103952

Lithium dreams, local struggles: Navigating the geopolitics and socio-ecological costs of a low-carbon future

2025· article· en· W4407057224 on OpenAlexfundno aff
Muhammad Sikandar Ali Chaudary

Bibliographic record

VenueEnergy Research & Social Science · 2025
Typearticle
Languageen
FieldEngineering
TopicExtraction and Separation Processes
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research CouncilSocial Sciences and Humanities Research Council of Canada
KeywordsGeopoliticsCarbon fibersLithium (medication)Political scienceEcologySociologyPsychologyMaterials scienceBiologyPoliticsLaw

Abstract

fetched live from OpenAlex

The global push towards renewable energy has surged the demand for lithium, which is vital for manufacturing batteries that power electric vehicles and stabilize energy grids. This literature review examines global lithium extraction's environmental and socio-political costs to highlight the tensions between sustainable development and extractive practices in the lithium industry. A comprehensive subset of scholarship reports the degradation of ecosystems, the commodification of Indigenous lands, and the erosion of biodiversity. Scholars have attributed lithium's socio-ecological cost to green extractivism, where the green agenda promotes extractive practices reminiscent of the fossil fuel era. A second strain of literature delves into how lithium is discursively framed and legitimized through ‘sociotechnical imaginaries’ (STI). Those imaginaries embody how societies collectively envision lithium's role in shaping future socio-political and economic structures, particularly regarding national identity, sovereignty, and sustainable progress. Additionally, these imaginaries highlight the tensions between local communities, national governments, and global stakeholders over extraction's socio-environmental costs. Finally, studies also discuss the geopolitical dimensions of lithium supply chains, particularly the tensions between China and Western economies over control of critical minerals—the fight for geopolitical dominance perpetuates colonial dynamics by both stakeholders. The findings underscore the need for more sustainable extraction policies and equitable governance mechanisms that account for the socio-environmental challenges posed by lithium mining in the context of global climate goals.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.993
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0070.014
Scholarly communication0.0120.014
Open science0.0010.009
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.016
GPT teacher head0.348
Teacher spread0.332 · 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.

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

Citations33
Published2025
Admission routes1
Has abstractyes

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