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Record W2753379172

Aboriginal Title and Sustainable Development: A Case Study

2016· article· en· W2753379172 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueForum on public policy · 2016
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsSupreme courtLawAppealDeclarationGovernment (linguistics)IndigenousSociologyPolitical science
DOInot available

Abstract

fetched live from OpenAlex

Introduction The Tsilhqot'in Nation is semi-nomadic community of some 3,000 comprising six bands with shared culture and history (Tsilhqot'in 2014, 259). Their name means people of blue water. At time of Supreme Court of Canada's judgment they were of hundreds of indigenous groups in British Columbia with unresolved land claims (4). (2) In describing judgment's Historic Backdrop, court wrote: The issue of Tsilhqot'in lay latent until 1983, when Province granted Carrier Lumber Ltd. forest license to cut trees in part of at issue. The Xeni Gwet'in First Nations government (one of six bands that make up Tsilhqot'in Nation) objected and sought declaration prohibiting commercial logging on land.... Talks between Ministry of Forests and Xeni Gwet'in ensued, but reached an impasse over Xeni Gwet'in claim to right of first refusal to logging. In 1998, original claim was amended to include claim for Aboriginal on behalf of all Tsilhqot'in people. (5) The claim was opposed by provincial and federal governments (6). In 2002, issue went to trial in British Columbia Supreme Court. The trial lasted for more than 300 days over period of five years (7). The found that Tsilhqot'in were in principle entitled to declaration of Aboriginal to portion of claim area as well as to small area outside claim area. However, for procedural reasons ... he refused to make declaration of title (7). The case went to British Columbia Court of Appeal, which held in 2012 that claim had not been established (8). The Tsilhqot'in then appealed to Supreme Court of Canada, asking for a declaration of Aboriginal over area designated by trial judge with exception of that were privately owned or under water (9). When I speak hereafter of the Tsilhqot'in judgment, I will mean Supreme Court of Canada's judgment. The judgment explained that there were three requirements for Aboriginal title. The occupation of claimed land must have been sufficient prior to assertion of European sovereignty; it must have been continuous, in cases where present occupation was relied upon, and it must have been exclusive prior to European (30, 50, 58). At heart of Supreme Court appeal was issue of what counted as sufficiency of occupation (33). The trial had held that sufficient occupation was proved by showing regular and exclusive use of sites or territory (27). The Court of Appeal disagreed, and held that to prove sufficient occupation an Aboriginal group must prove that its ancestors intensively used definite tract of land with reasonably defined boundaries at time of European sovereignty (28). The Supreme Court sided with trial on this issue (50). Further, it held that Tsilhqot'in met all three requirements for title, and therefore granted them declaration of over area at issue (51-66). The Tsilhqot'in judgment makes frequent references to the Crown. This is because Canada is constitutional monarchy: country's head of state is Queen Elizabeth II. For executive purposes, Crown is Queen-in-Council, meaning executive branch of government. Aboriginal The Tsilhqot'in judgment explains nature of aboriginal as understood in Canadian law. Four points are noteworthy for my purposes. (i) Aboriginal is in effect superimposed on an underlying which Crown acquired when European was asserted (69). But view that no one owned land prior to assertion of European (the doctrine of terra nullius) never applied in Canada. On contrary, Royal Proclamation by King George III of England in 1763 affirmed that Aboriginal who occupied and used land before European settlement had pre-existing legal rights, (3) and this fact gave rise to fiduciary duty on part of Crown (69)--a duty owed by Crown to Aboriginal when dealing with Aboriginal lands (71). …

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.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.724
Threshold uncertainty score0.999

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 studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.032
GPT teacher head0.401
Teacher spread0.369 · 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