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Debt and Destruction: The Global Abuse of Haiti and Unbalancing the Myth of Benevolent Canada

2020· article· en· W3097499383 on OpenAlexvenueaboutno aff
Sabrina Uwase

Bibliographic record

VenueCaribbean Quilt · 2020
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousMythologyLatin AmericansState (computer science)ColonialismIndigenous rightsDemocracyDebtPolitical economyDamagesPolitical scienceDevelopment economicsWhite supremacyHuman rightsSociologyLawHistoryRacismEconomicsPoliticsFinance

Abstract

fetched live from OpenAlex

An integral responsibility of nation-states is to provide protection and the means for attaining a fulfilling life to those it governs. Given the fact that most current global powers were not founded with the needs of racialized peoples in mind, one is infuriated but not surprised, at the cyclical pattern of disregard and exploitation that people of colour in the Americas experience. Indigenous and Black communities in the Americas are not just disregarded by the state, but are actively targeted for exploitation and undermining. Analyzing Haiti’s post-colonial history and Canada’s domestic and international mining operations, I argue that nations in the Caribbean and Latin America have been extensively exploited economically by imperial powers, and their survival undermined by colonial legacies. Numerous countries in the region, to varying degrees, continue to experience the wrath of state-sponsored white supremacy and crippling debt that prevent authentic development. I advance the position that coerced debt and resource extraction have been weaponized against already ostracized communities by behemoth states that employ the myth of being a post-racial democracy. This paper also highlights a complex set of global relationships by linking extraction, state-corporate relations, and North-South divides, with a focus on Canadian mining in Latin America.

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)0.001
metaresearch head score (Gemma)0.002
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: Commentary · Consensus signal: none
Teacher disagreement score0.152
Threshold uncertainty score0.306

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0210.016
Scholarly communication0.0100.003
Open science0.0010.005
Research integrity0.0020.003
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 head0.006
GPT teacher head0.164
Teacher spread0.158 · 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
GenreCommentary

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
Published2020
Admission routes2
Has abstractyes

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