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Environment, race and nation reconsidered: reflections on Aboriginal land claims in Canada

2003· article· en· W2098973288 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCanadian Geographies / Géographies canadiennes · 2003
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsCommunications Research Centre Canada
FundersMcGill University
KeywordsRelocationLivelihoodHuman settlementTreatyPopulationGeographySettlement (finance)PoliticsPolitical scienceIndigenousGovernment (linguistics)Environmental planningEconomic growthLawSociologyArchaeologyAgricultureEcology

Abstract

fetched live from OpenAlex

The course of development in Northern Canada has been transformed in the last 30 years by the comprehensive land claims process. For much of the twentieth century, the settlement and development of northern Canada was experienced by Aboriginal people as a continuing process of encroachment on (and sometimes transformation of) their traditional territories, and of restriction of their customary livelihood. Examples of this process included the alteration of river systems by impoundment and diversion, the pollution and contamination of river systems, government restrictions on hunting and fishing and population relocation and sedentarization. Aboriginal political and legal action led, in the 1970s, to the establishment of a formal process for resolving Aboriginal land claims, and to revised judicial interpretation of Aboriginal and treaty rights. The paper describes how geographers have contributed to documenting those claims, and how land claims settlements have altered the land and resource regimes in northern Canada, and concludes with some observations on the effectiveness of those remedies, and on the changes in Canadian perspectives on Aboriginal northerners, the northern environment and northern development .

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), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.564
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
Bibliometrics0.0020.002
Science and technology studies0.0040.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.021
GPT teacher head0.278
Teacher spread0.256 · 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