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Record W4395030919 · doi:10.29173/alr2723

The Evolution of Canada's Carbon Markets and Their Role in Energy Transition

2022· article· en· W4395030919 on OpenAlexvenueaboutno aff
Jake Sadikman, Sander Duncanson, Dana Saric, C. Jeffrey Brinker, Stephan Pacholok, Landon Miller

Bibliographic record

VenueAlberta Law Review · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsTransition (genetics)Energy (signal processing)Energy transitionEnergy lawCarbon fibersEconomicsEconomic geographyPolitical scienceChemistryLawMaterials sciencePhysicsEnvironmental lawQuantum mechanics

Abstract

fetched live from OpenAlex

The tapestry of compliance and voluntary market mechanisms for carbon and other environmental attributes in Canada’s infrastructure capital markets reflects the almost 30-year history of carbon policy development in Canada and around the globe. This history of provincial and federal policy and regulatory changes has left some scars and stranded investments. As a result, energy market professionals and emission offset project developers have had to be resilient in their efforts to scale, integrate, and maximize opportunities for carbon credit products. Recently, we have witnessed increased efforts toward climate-focused investment criteria and technology-bolstered acceleration toward net-zero targets. Carbon credits are one of the key tools that will allow conventional businesses to continue operating as the economy decarbonizes, and they can also facilitate investment in new technologies and practices that will be critical to achieving material economy-wide emissions reductions. Both domestically and internationally, however, there are key barriers that are limiting carbon markets and that highlight the need for more carbon finance investment and policy certainty, as well as standardization and credibility in both compliance and voluntary environmental product markets. Following the Supreme Court of Canada’s ruling in March 2021 to uphold the constitutionality of the federal government’s Greenhouse Gas Pollution Pricing Act , market expectations were high (and perhaps still are) that the regulatory landscape supporting carbon finance in Canada would finally come into better focus. This article will explore the current snapshot of compliance and voluntary carbon finance tools available in Canada, and will highlight some of the challenges and opportunities in navigating the interplay between these products.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.991
Threshold uncertainty score0.209

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 head0.004
GPT teacher head0.204
Teacher spread0.200 · 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 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

Citations6
Published2022
Admission routes2
Has abstractyes

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