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Unstable properties: British Columbia, aboriginal title, and the “new relationship”

2011· article· en· W2164946206 on OpenAlexaffvenueabout
Patricia Burke Wood, David A. Rossiter

Bibliographic record

VenueCanadian Geographies / Géographies canadiennes · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsYork University
Fundersnot available
KeywordsPoliticsIndigenousChampionAllianceGovernment (linguistics)LawPower (physics)Political scienceIndigenous rightsPolitical economySociology

Abstract

fetched live from OpenAlex

In the span of a few years, Premier Gordon Campbell transformed himself from a strong political critic of Aboriginal peoples in British Columbia to their apparent champion within a “new relationship.” The subsequent sudden collapse of Campbell's alliance with First Nations is a window into federal‐provincial relations, constitutional change, Aboriginal political organization, and the consequences of decisions made more than a century ago. Drawing on Nietzsche, we argue that Campbell's intentions, either to control or support Aboriginal peoples, were almost irrelevant; our focus should be on the “will to power” and efforts to stabilize power through territory. As a result of the collision of Aboriginal political mobilization, the expansion of natural resource development, and a series of court decisions, the unresolved nature of Canada's territorial claim to most of the land that is now British Columbia has finally reached a point where it can no longer be ignored, either politically or legally. However, the province lacks the legal authority to recognize or deny Aboriginal title, leaving the provincial government and indigenous peoples in British Columbia equally held hostage by the federal government .

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.089
Threshold uncertainty score0.643

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.006
Science and technology studies0.0340.019
Scholarly communication0.0120.003
Open science0.0010.004
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0100.000

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 head0.184
Teacher spread0.172 · 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 designQualitative
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

Citations34
Published2011
Admission routes3
Has abstractyes

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