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Record W4401811575 · doi:10.55016/ojs/sppp.v15i1.72946

AN OVERVIEW AND ASSESSMENT OF KEY CONSTITUTIONAL ISSUES RELEVANT TO THE CANADIAN NORTHERN CORRIDOR

2022· article· en· W4401811575 on OpenAlexaboutno aff
Dwight Newman

Bibliographic record

VenueThe School of Public Policy Publications · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsKey (lock)Environmental planningPolitical scienceComputer scienceGeographyComputer security

Abstract

fetched live from OpenAlex

This report considers at a high level a number of constitutional issues associated with the development of the proposed Northern Corridor, seeking to flag areas for further examination. It seeks to show how the Canadian Constitution offers mechanisms for such a multi-modal corridor but also poses barriers. In some ways, the challenge the Northern Corridor seeks to overcome is the presence of too many decision-makers on each individual transportation infrastructure project. The Canadian Constitution both offers ways past this problem and also replicates it. The first part of the paper examines constitutional rules relating to inter-delegation between the federal and provincial governments and suggests that cooperation and inter-delegation, drawing on models of past infrastructure projects, may offer a constitutional mechanism toward development of the Northern Corridor but that they require leadership and a lot of support from different actors. The second part considers what powers the federal government has on its own in relation to transportation infrastructure and concludes that these are very significant in the context of interprovincial/international transportation infrastructure but that unilateral federal action may still be undesirable for other reasons and that this power may just signal the role of federal leadership on the file. The third part considers the implications of constitutionalized Indigenous rights and suggests that there will be a need for close examination of various contexts and early engagement of Indigenous peoples in a project that could be beneficial for northern Indigenous communities, with many legal complexities otherwise present, including implications from Canada’s new legislation on the United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP). A concluding section draws together key implications and suggests that the constitutional landscape calls for federal leadership but extensive engagement and cooperation with other actors, even while there remain many constitutional and legal issues that would warrant closer examination.

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)0.008
metaresearch head score (Gemma)0.013
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: Empirical · Consensus signal: none
Teacher disagreement score0.188
Threshold uncertainty score0.941

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.013
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0140.023
Science and technology studies0.0250.011
Scholarly communication0.0170.004
Open science0.0040.003
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0120.001

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 head0.067
GPT teacher head0.366
Teacher spread0.299 · 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
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
Published2022
Admission routes1
Has abstractyes

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