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Record W4319827744 · doi:10.1080/08263663.2023.2166267

Environmental conflict and the expansion of renewable energy in Central America: exploring Canadian participation

2023· article· fr· W4319827744 on OpenAlexaffabout
Simon Granovsky-Larsen, Paulina Larreátegui Benavides

Bibliographic record

VenueCanadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbes · 2023
Typearticle
Languagefr
FieldEngineering
TopicMining and Resource Management
Canadian institutionsUniversity of Regina
Fundersnot available
KeywordsRenewable energyFeed-in tariffInvisibilityEnvironmental justiceGovernment (linguistics)Central governmentEnergy subsidiesBusinessNatural resource economicsEnergy policyEconomicsEconomyPolitical scienceEnvironmental protectionLocal governmentGeographyPublic administrationEcologyLaw

Abstract

fetched live from OpenAlex

As capacity to generate and distribute renewable energy expands across Central America, environmental conflict is on the rise, with communities confronting dispossession of water and territory. Renewable energy holds a central position within the extractivist economic model in the region, but little is known about the involvement of Canada in Central American renewable energy sectors. This paper addresses that gap by asking what role Canada plays within a scenario of expanding and conflictual renewable energy projects across Central America. We combine Canadian public records with data from projects, including GeoComunes and the Environmental Justice Atlas, to analyze 726 renewable energy and 162 traditional extractive projects in Central America, and to connect 156 of these projects to evidence of conflict with surrounding communities. While Canadian private companies own very few renewable energy projects in Central America, we argue that this does not imply an absence of Canadian involvement. Instead, the paper explores Canadian participation at multilateral venues, support for energy projects by the federal government, and the benefits that renewable energy expansion presents to the Canadian private sector. The invisibility of the Canadian presence in Central American renewable energy, we suggest, serves to obscure Canadian responsibility for a scenario defined by high levels of conflict.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.326
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.002
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 head0.047
GPT teacher head0.233
Teacher spread0.185 · 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 teacher head, 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

Citations2
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbesSame topicMining and Resource ManagementFrench-language works237,207