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Record W2765406793

Moving Toward a Trade and Indigenous Peoples' Chapter in a Modernized NAFTA

2017· article· en· W2765406793 on OpenAlexaffabout
Risa Schwartz

Bibliographic record

VenueSSRN Electronic Journal · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsCentre for International Governance Innovation
Fundersnot available
KeywordsIndigenousPolitical scienceHuman rightsInternational lawInternational tradeIndigenous rightsInternational human rights lawEconomic growthBusinessLawEconomics
DOInot available

Abstract

fetched live from OpenAlex

The renegotiation of the North American Free Trade Agreement (NAFTA) offers a unique opportunity to better align international trade and investment with international Indigenous and human rights law. The announcement that Canada is seeking the inclusion of an Indigenous peoples’ chapter in NAFTA as a priority is a bold step to protect Indigenous rights, while enhancing Indigenous peoples’ increased participation in international trade. Not only does Canada’s prioritization of a progressive trade agenda, which includes the promotion of an Indigenous peoples’ chapter, help to realize economic equity, it is also consistent with Canada’s stated commitment to Indigenous rights and renewed nation-to-nation and Inuit-to-Crown relationships. In order for Canada to take the lead globally in progressive and inclusive trade, the government must develop a process for broader-based collaboration in a spirit of cooperative decision making in accordance with international law. The adoption of the United Nations Declaration on the Rights of Indigenous Peoples (UN Declaration) in 2007 and the more recent reaffirmation of Indigenous rights in the American Declaration on the Rights of Indigenous Peoples (ADRIP), lend credence to the claim that participation of Indigenous peoples in the negotiation of international trade and investment agreements, which have the potential to impact their rights, is consistent with international law. Canada should continue to push for a chapter on Indigenous peoples and trade in NAFTA, for both principled and pragmatic reasons: creating opportunities that enhance Indigenous cross-border trade and obtaining the consent of Indigenous peoples for NAFTA negotiations would provide increased economic certainty, which is attractive to international investors.

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)0.009
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.524
Threshold uncertainty score0.957

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0200.016
Scholarly communication0.0080.005
Open science0.0010.005
Research integrity0.0090.011
Insufficient payload (model declined to judge)0.0040.000

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 head0.024
GPT teacher head0.306
Teacher spread0.283 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations2
Published2017
Admission routes2
Has abstractyes

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