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Record W4404877030

Damming Rainy Lake and the ongoing production of hydro-colonialism in the US-Canadian boundary water

2021· article· en· W4404877030 on OpenAlexaboutno aff
Johann Strube, Kimberley Anh Thomas

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2021
Typearticle
Languageen
FieldEnvironmental Science
TopicAmerican Environmental and Regional History
Canadian institutionsnot available
Fundersnot available
KeywordsColonialismProduction (economics)Boundary (topology)Environmental scienceGeographyHydrology (agriculture)Water resource managementArchaeologyGeologyEconomicsMathematicsGeotechnical engineering
DOInot available

Abstract

fetched live from OpenAlex

Transboundary water governance between the United States and Canada – ahistorically described as cooperative and harmonious – has been instrumental to Settler colonialism and the dispossession of Indigenous peoples around the Great Lakes. At Rainy Lake, on the border between the American state of Minnesota and the Canadian province of Ontario, transboundary water governance supported a binational, Settler colonial joint venture through which European-descended Settlers established themselves in this area. It allowed for the construction of hydroelectric dams that enabled industrial development but also damaged ecosystems and species on which local Ojibwe and Métis communities depended, particularly the lake's wild rice (Zizania palustris) stands. We reconceptualise transboundary water governance in the region by expanding the framework of hydrohegemony to include relations between Canada, the United States, and Indigenous Nations. By recognising Indigenous Nations and Settler colonial states as having equal status in political negotiations around the use of water, our analysis reveals negative hydro-hegemony between the United States and Canada on one side, and Indigenous Nations on the other. We advance hydrocolonialism as a framework for describing these relationships. Hydrocolonialism persists through the ongoing exclusion of Indigenous Nations from nation-to-nation diplomacy; this exclusion is particularly embedded in the functioning of the 1909 Boundary Waters Treaty and the International Joint Commission which it established.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.056
Threshold uncertainty score0.405

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0110.008
Scholarly communication0.0050.001
Open science0.0000.003
Research integrity0.0000.001
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 head0.066
GPT teacher head0.400
Teacher spread0.334 · 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 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

Citations0
Published2021
Admission routes1
Has abstractyes

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