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Record W4361763872 · doi:10.1017/aju.2023.4

Looking to the Horizon: The Meanings of Reparations for Unbearable Crises

2023· article· en· W4361763872 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.

Bibliographic record

VenueAJIL Unbound · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicClimate Change, Adaptation, Migration
Canadian institutionsMcGill University
Fundersnot available
KeywordsOppressionGenocideHegemonyPoliticsIndigenousLawCounterintuitiveSociologyInternational lawPolitical scienceColonialismPolitical economyEnvironmental ethicsEpistemology

Abstract

fetched live from OpenAlex

Harms that arise from climate catastrophes deepen already unbearable forms of racial oppression. Both can be traced to accumulative ways of life that justified slavery and colonialism, which shifted into new forms of hegemony under liberal international law. A growing response has been to demand reparations. However, the meanings of reparations are vast and sometimes counterintuitive. This essay reflects on reparations claims emanating from the Caribbean, as one place where race and ecology converge. The Caribbean was forged by Indigenous genocide, the enslavement of African peoples, and the indentured labor of Asian peoples. Today, descendants in the region face subordination under liberal international law and climate catastrophes. Such conditions reveal that reparations are foremost a horizon of transformation away from accumulative ways of life that spread from Europe to the world, structuring the present reality. “Reparations” also refers to immediate justices that meet the demands of those who are harmed, because this prefigures the horizon of transformation by disrupting imperialism. These qualities dispel racializing critiques from the First World that reparations are irrational, or constitute politics separate from law. Reparations can enact legal relations that are meaningful to those “on the bottom,” and emancipatory for everyone, when communities and social movements define them.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.622
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.208
GPT teacher head0.387
Teacher spread0.179 · 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