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Record W4362672766 · doi:10.1080/10455752.2023.2197245

The Political Ecology of Bolivia’s State-Led Lithium Industrialization for Post-Carbon Futures

2023· article· en· W4362672766 on OpenAlex

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.

Bibliographic record

VenueCapitalism Nature Socialism · 2023
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsUniversity of Toronto
FundersUniversity of Toronto MississaugaUniversity of Toronto
KeywordsIndustrialisationPolitical ecologyPoliticsCorporate governanceFutures contractState (computer science)Green economyEconomySustainable developmentEconomic systemEconomicsPolitical scienceEcologyPolitical economyMarket economy

Abstract

fetched live from OpenAlex

Discourses on sustainable development seldom question the mode of production behind so-called green technologies. Yet so long as these technologies are developed under a capitalist framework, they too will necessitate the cheapening of nature and labor. The socio-ecological costs of development in the Global North have long been borne by the Global South, and the production of green technologies risks reproducing this pattern. To critically engage with these dynamics, we use a political ecology framework to analyze lithium extraction in Bolivia. Supported by interviews with experts on Bolivian lithium extraction, we consider: (1) the anticipated socio-ecological impacts of lithium extraction; (2) the political economy of contemporary Bolivia; and (3) the governance/politics of lithium extraction at the local and global levels. The Bolivian state’s effort to exercise its sovereignty and develop its economy through “100% state-led lithium industrialization” risks re-inscribing Bolivia’s subordinate position in the world-system. Given the anticipated ecological impacts and unequal revenue distribution, local communities may be on the verge of accumulation by dispossession.

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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.649
Threshold uncertainty score0.533

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 integrity0.0010.000
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 head0.006
GPT teacher head0.239
Teacher spread0.233 · 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