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Record W4398155223 · doi:10.59015/wilj.xmrk7895

Racial Capitalism and Climate Change: Colonialism and Climate Law and Policy in the Commonwealth

2024· article· en· W4398155223 on OpenAlexaboutno aff
Lisa Benjamin

Bibliographic record

VenueWisconsin International Law Journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEnvironmental law and policy
Canadian institutionsnot available
Fundersnot available
KeywordsCommonwealthCapitalismColonialismClimate changePolitical sciencePolitical economyLawSociologyPoliticsEcologyBiology

Abstract

fetched live from OpenAlex

This Article provides a snapshot of current climate policy and litigation experiences in a select group of Commonwealth countries: the United Kingdom, Canada, India, Pakistan, Kiribati, and The Bahamas. It traces current domestic climate policies and litigation experiences back to the colonial histories of these countries. These Commonwealth countries enjoy a shared common law tradition, but in the context of climate change, levels of climate vulnerabilities, resilience, and historic and current responsibilities for emissions vary tremendously. Levels of climate vulnerability, and climate responsibility, often reflect the colonial histories of these countries. These colonial histories are reflective of racial capitalist trajectories that impact current day emissions, consumptive habits, and climate vulnerabilities. Political and economic blockages to progressive climate action persist in some Global North countries. Many current carbon major emitting companies are also located in several Global North countries in the Commonwealth, and many of these companies also have colonial histories and climate responsibilities. Additionally, policy and financial constraints in tackling the climate crisis persist in Global South countries. Policy constraints and blockages are not uniform, and they at times cross over the North-South divide, as do emerging legal relationships. Vulnerable populations and sacrifice zones exist within the Global North. Elites in the Global South also replicate racial capitalistic tendencies of oppression and exclusion towards more vulnerable subpopulations. Despite these hurdles, significant opportunities have emerged in many jurisdictions, largely as a result of innovative climate litigation suits, particularly in the Global South. This Article argues that litigants across the Commonwealth can share strategies and best practices in order to move climate policy forward in their jurisdictions, and reduce climate vulnerabilities.

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.177
Threshold uncertainty score0.352

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0190.021
Scholarly communication0.0070.004
Open science0.0010.008
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.025
GPT teacher head0.350
Teacher spread0.325 · 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 designNot applicable
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
Published2024
Admission routes1
Has abstractyes

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