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Record W7058094698

Lost in Transmission: A Constitutional Approach to Ending Canada’s Energy Infrastructure Poverty

2022· article· en· W7058094698 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2022
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsRenewable energyJurisdictionGovernment (linguistics)ElectricityInvestment (military)Electricity marketOrder (exchange)Status quoEnergy policy
DOInot available

Abstract

fetched live from OpenAlex

Canada has an electricity crisis, though this crisis has been the status quo for so long that little attention is paid to it by politicians or policymakers. The crisis is provincially balkanized electricity systems with a dearth of interprovincial transmission lines, and the impacts are three-fold: first, the country is divided into renewable have- and have-not provinces, with some jurisdictions generating more hydropower than they need while others struggle to wean themselves off of coal and natural gas. Second, the lack of interprovincial transmission is a deterrent to private investment in renewable energy projects, which is holding Canada back from meeting its climate commitments in a way that provides major economic gains. Third, much of the country is off-grid, relying on expensive, unreliable, and dangerous diesel fuel for power. A robust national market for renewable power could provide opportunities for off-grid communities to connect to larger transmission infrastructure and/or to sell power from their own renewable projects into this market.\nA first step in addressing these issues is to create a new market for interprovincial power sales by exercising federal jurisdiction over the permitting of interprovincial transmission lines, in order to encourage private companies to enter the market and remove some of the financial burden from provinces. Given the national and provincial goals of reducing power from coal-fired power plants and the urgency of energy access issues in many parts of the country, it is time for the federal government to assume at least some of its infrastructure transmission jurisdiction to ensure just transition to safe, renewable power sources and promote investment in renewable projects across the country. To that end, this Article will lay out the Constitutional basis for federal jurisdiction over interprovincial power lines, as well as the Constitutional limits on that jurisdiction that will keep provincial grids under provincial control.

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)0.006
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.087
Threshold uncertainty score0.634

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0280.018
Scholarly communication0.0160.004
Open science0.0050.007
Research integrity0.0130.013
Insufficient payload (model declined to judge)0.0110.001

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 head0.008
GPT teacher head0.220
Teacher spread0.212 · 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 designTheoretical or conceptual
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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