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Record W7138214317 · doi:10.1080/02722011.2025.2565544

Before the Boundary Waters Treaty: Irrigation Experts and International Controversy

2025· article· en· W7138214317 on OpenAlexfundaboutno aff
Jeremy J. Schmidt

Bibliographic record

VenueThe American Review of Canadian Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsIrrigationBoundary (topology)Hydrology (agriculture)Agriculture

Abstract

fetched live from OpenAlex

Since 1909, the International Joint Commission has administered the Boundary Waters Treaty between Canada and the United States. Successful cooperation was not guaranteed, however. This article examines how efforts to establish a commission for international waters rose and fell between 1894 and 1900. Initial concerns centered on shared rivers in Montana and Alberta. Although Canada raised the prospect of an international commission in 1896 it did not materialize. However, the idea was resuscitated in 1900 through correspondence by irrigation experts from the United States and Canada: Elwood Mead and John Dennis, respectively. These individuals had leading roles in their respective countries and were also part of larger circuits of knowledge exchange. Efforts to expand those exchanges to international waters, however, created a small diplomatic controversy. Setting these episodes in the broader context of international knowledge exchange, I consider what they reveal about how international waters figured in efforts to advance settler societies.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.854
Threshold uncertainty score0.861

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
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 head0.024
GPT teacher head0.342
Teacher spread0.318 · 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.

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
Published2025
Admission routes2
Has abstractyes

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