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Record W7055435378

Constitutionalizing the Rights of Nature: The Case of Canada's Old-Growth Forests in Comparative Perspective

2024· other· en· W7055435378 on OpenAlexaboutno aff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2024
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsProperty rightsIndigenousIndigenous rightsRights of NatureHuman rightsEnvironmental lawEndangered speciesLogging
DOInot available

Abstract

fetched live from OpenAlex

This paper explores what the inclusion of constitutional environmental rights (CERs), specifically the rights of nature (RoN), could look like in Canada and their potential impact on the protection of endangered old-growth forests in British Columbia (BC). BC is home to some of the last remaining old-growth forests in Canada. While deemed essential by the province to the forestry industry, intact higher productivity old-growth forests hold significant cultural, social, and economic values, and play critical ecological functions on which BC’s biodiversity depends. Despite this, old-growth logging persists in the province, culminating in Canada’s largest act of civil disobedience: the Fairy Creek Blockades. Reflective of recurrent trends in BC’s forestry practices from Clayoquot Sound’s “War in the Woods,” this mobilization demands the need for stronger environmental regulations and oversight in Canada. Though CER provisions positively correlate with environmental outcomes, these rights hierarchize human property over nature’s right to exist, flourish, or be restored. I explore a potential avenue for protecting the rights of old-growth forests in BC: the stand-alone rights of nature in the Canadian Constitution. By examining rights of nature laws in Ecuador, Bolivia, and New Zealand, I will investigate what the constitutional RoN could look like in Canada. These rights might not only ensure the sustained protection of old-growth ecosystems in BC but incorporate Indigenous worldviews and legal orders into Canada’s dominant legal system. Keywords: Rights of nature, constitutional environmental rights, old-growth forests, Indigenous legal orders, British Columbia

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)0.003
metaresearch head score (Gemma)0.005
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 score0.172
Threshold uncertainty score0.961

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.004
Science and technology studies0.0350.026
Scholarly communication0.0130.004
Open science0.0020.004
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0050.000

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 head0.016
GPT teacher head0.282
Teacher spread0.266 · 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
Published2024
Admission routes1
Has abstractyes

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