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Whose Rights? Whose Heritage?

2023· book-chapter· en· W4386956058 on OpenAlex
Erin A. Hogg, Chelsea H. Meloche, George Nicholas, John R. Welch

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

VenueUniversity Press of Florida eBooks · 2023
Typebook-chapter
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousGrassrootsRepatriationPolitical scienceLegislationLawIndigenous rightsSupreme courtCultural heritagePoliticsState (computer science)Public administrationCommission

Abstract

fetched live from OpenAlex

For many Indigenous peoples, exercise of fundamental rights over their heritage remains elusive. This is especially true in so-called settler states where Indigenous authority over heritage is systematically regulated. In Canada, the patchwork of provincial and territorial heritage policy and legislation institutionalizes heritage management as a continuing colonial enterprise. Countering this are efforts to effect change—from grassroots movements to legal actions, including the Supreme Court of Canada’s repeated affirmation of constitutionally protected rights for Indigenous peoples. This is reflected in land rights and title claims, in repatriation proceedings, and in the Truth and Reconciliation Commission of Canada’s <italic>Calls to Action</italic>. While Canada is positioned to foreground Indigenous values and preferences in future policy and practice, there remain considerable obstacles to accomplishing this. In this chapter, two political initiatives that seek to ensure the protection of Indigenous heritage rights are considered: 1) the repatriation of ceremonial objects in Alberta; and 2) the protection of burial grounds in British Columbia. This examination identifies important examples of policy change in Canada that reflect efforts to increase protection for heritage and heritage sites. However, these examples also emphasize the continued, tenacious state-control of these resources and their disposition.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.929
Threshold uncertainty score1.000

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 studies0.0000.000
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 head0.089
GPT teacher head0.192
Teacher spread0.102 · 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