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Record W7036187053

Burying the Icepick: Why and How the United States Should End Its Dispute with Canada Over the Legal Status of the Northwest Passage

2025· article· en· W7036187053 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2025
Typearticle
Languageen
FieldEngineering
TopicMilitary Technology and Strategies
Canadian institutionsnot available
Fundersnot available
KeywordsUnited Nations Convention on the Law of the SeaWork (physics)Legal statusTreatyLegislationGeneral assemblyConvention
DOInot available

Abstract

fetched live from OpenAlex

This Note argues that the United States should work with Canada to pass an amendment to the United Nations Convention on the Law of the Sea (UNCLOS) that allows Canada to legally claim the Northwest Passage as internal waters. While the United States has long championed freedom of navigation, important U.S. security, environmental, and diplomatic interests weigh in favor of a legal regime that allows Canada to exercise complete control over the Northwest Passage. However, UNCLOS does not currently support Canada’s claim. Thus, the best means of accomplishing this objective is for the United States to work with Canada to pass an Arctic amendment to UNCLOS that would allow Canada to draw straight baselines around the Canadian Arctic. Part I discusses relevant international maritime law and delves into the legal positions of the United States and Canada on the status of the Northwest Passage. Part II examines the competing U.S. interests at stake in the legal status of the Passage. Part III explores potential legal solutions that would satisfy the United States’ most pressing interests. This abstract has been taken from the author's introduction.

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)0.005
metaresearch head score (Gemma)0.010
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: Other · Consensus signal: Other
Teacher disagreement score0.066
Threshold uncertainty score0.476

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0280.019
Scholarly communication0.0140.004
Open science0.0020.003
Research integrity0.0090.009
Insufficient payload (model declined to judge)0.0040.000

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 head0.008
GPT teacher head0.199
Teacher spread0.191 · 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
GenreOther

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 routes1
Has abstractyes

Explore more

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