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Record W2910793677 · doi:10.63428/8g6hk939

Resource Extraction: The Enduring Legacy of Interference through the Papal Bulls

2025· article· en· W2910793677 on OpenAlexaboutno aff
Susan McBroom

Bibliographic record

VenueFourth World Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAmerican Constitutional Law and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsExtraction (chemistry)Resource (disambiguation)Interference (communication)Political scienceComputer scienceTelecommunicationsChemistryChromatography

Abstract

fetched live from OpenAlex

With aggressive tactics by companies with government support to extract resources and the continued effort to pass Bill C-262,2 an act which calls on Indigenous people and the Government of Canada to ensure the laws of Canada harmonize with the United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP),it is necessary to delve deeper into what underlies the resource extractive industry and the emergence of this legislation. This article begins with a brief discussion of the UNDRIP and the refusal of Canada to participate in the World Conference on Indigenous Peoples. Delving deeper brings forward three particular papal bulls or proclamations that encouraged interference—the disruption of relationships—and gave expression to the Doctrine of Discovery and colonization. This interference continues today in the vivid example of the resource extractive industries. Because the papal bulls are the structural foundation for the Doctrine and colonization, reconciliation necessitates rescinding those bulls. Passing Bill C-262 re-establishes the relationship between Indigenous and non-Indigenous peoples; one characterized by respect, trust, equity and collaboration.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.975
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.027
GPT teacher head0.331
Teacher spread0.304 · 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.

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

Citations1
Published2025
Admission routes1
Has abstractyes

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