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Opening Canada’s North: A Study of Trade Costs in the Territories

2018· article· en· W6940669954 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Calgary · 2018
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicMycorrhizal Fungi and Plant Interactions
Canadian institutionsnot available
Fundersnot available
KeywordsInvestment (military)Trade barrierCommercial policyFree tradeRegional tradeEconomic costEconomic impact analysisPayment

Abstract

fetched live from OpenAlex

Challenged by remote locations, small populations, rugged terrain and (at times) difficult climate conditions, Canada's territories rely heavily on imported goods to maintain their standards of living. At the same time, industries in the territories are highly reliant on access to export markets – especially the large and growing resource sectors of the region. But these trade flows face significant costs that improved infrastructure may help mitigate. A northern transportation corridor could help, and has recently gained prominence following recent reports and hearings by the Senate of Canada. The potential gains are large. This paper estimates trade costs in Canada's North. We find policy-relevant trade costs (those trade costs that policy changes may help lower) are substantial. The regulatory differences, time delays and lower infrastructure quality that inhibit trade add between 20 to 30 per cent to the cost of a delivered good for Yukon and Northwest Territories and over 60 per cent for Nunavut. Infrastructure may be a large cause of higher trade costs. We find that distance-related costs are 45 per cent higher per kilometre for trade with a territory than for trade between two provinces. The region’s economy, productivity, income and investment are significantly lower as a result. Using a detailed model of the Canadian economy, we find that lowering these barriers – such as through improving northern transportation infrastructure – could add up to $6.5 billion to Canada’s GDP, with most of that gain occurring in the territories. For the Yukon, Nunavut and Northwest Territories the gains equal about $40,000 per person, which is a 50 per cent increase in productivity. The Senate’s advocacy for reducing trade barriers is encouraging and the federal government broadly supports knocking down these barriers. It is time for all three levels of government to work together to create policies on, and funding for, improved infrastructure in Canada’s North and near-North.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.070
Threshold uncertainty score0.326

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.011
GPT teacher head0.178
Teacher spread0.167 · 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 designObservational
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
Published2018
Admission routes1
Has abstractyes

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