MétaCan
Menu
← Back to cohort
Record W7081938942 · doi:10.34257/gjrefvol25is1pg1

Towards Canada’s Transcontinental Supergrid: AC/DC Transmission Merge Solutions

2025· article· en· W7081938942 on OpenAlexaboutno aff

Bibliographic record

VenueGlobal Journal of Researches in Engineering · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsElectricityElectric power transmissionTransmission (telecommunications)GridTransmission systemElectricity marketLeverage (statistics)High-voltage direct current

Abstract

fetched live from OpenAlex

A major coordinated effort promoted to move clean electricity “freely from coast to coast” is related to Canada’s Transcontinental Supergrid interconnecting all its provinces through highest-quality power transmission. The proposed Canada’s Supergrid would enable and ensure reliability, resilience and energy security of each of the provincial transmission grids and the Transcontinental Supergrid as a whole. Supergrid presents the infrastructure for Canada’s emerging national electricity market. It is backed up by inter-regional scale wholesale experiences of the Australian National Electricity Market, European Internal Electricity Market and wholesale electricity markets administered by Regional Transmission Organizations in the U.S. For Transcontinental Supergrid planning, adjusted total transfer capability limits for interprovincial and international transmission paths are proposed to establish an interprovincial coast-to-coast transfer capability target. In Supergrid transmission planning, High Voltage Direct Current (HVDC) is seen as a key Supergrid segment leading in today’s AC/DC Transmission Merge. HVDC has demonstrated globally major improvements in its capabilities, increasingly needed to enhance the existing AC grid upgrade. HVDC multi-value makes it highly competitive technically and economically. High capacity, long-distance, controllable, multi-terminal HVDC technology is particularly valuable for transcontinental transmission across multiple jurisdictions. HVDC Back-to-Back (B2B) solutions for provincial interties and international interconnections present a compelling case for the Supergrid planning. A set of eight HVDC Voltage Source Converter (VSC)-based B2B stations, 4,860 MW in total, is proposed as a core Supergrid Solution to leverage prompt planning and deployment of Canada’s Supergrid.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.119
Threshold uncertainty score0.240

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.001
Scholarly communication0.0030.002
Open science0.0020.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0140.002

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 head0.013
GPT teacher head0.250
Teacher spread0.237 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueGlobal Journal of Researches in Engineering→Same topicGeochemistry and Geologic Mapping→French-language works237,207→