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Record W2321435210 · doi:10.14288/1.0097987

Planning a common ground for an uncommon future : indigenous people, land-use planning and sustainable development in northern Canada

2010· article· en· W2321435210 on OpenAlexaffabout
Paul Gerrald Sneed

Bibliographic record

VenuecIRcle (University of British Columbia) · 2010
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsLand-use planningEnvironmental planningIndigenousGeographyLand useSustainable developmentEnvironmental resource managementPolitical scienceEngineeringCivil engineeringEnvironmental scienceEcology

Abstract

fetched live from OpenAlex

The idea of sustainable development has broad appeal and appears to be a very popular concept. Nonetheless, while being constantly told why we need development that is sustainable, we are not often advised how it can be achieved. This is especially true for northern Canada where some version of "sustainable development" has been advocated since the early 1970s. The main purpose of this thesis is to develop a conceptual framework for sustainable development and evaluate some planning tools that may help accomplish it in Canada's North. To do this, first the general literature on both sustainable and northern development is reviewed. From this examination, sustainable development is defined and a set of proposed objectives for such development is generated. Second, a study is made of a range of currently available literature on environmental and land-use planning. Using this literature review, and drawing on personal experience, a "model" planning framework is synthesized for evaluating the case studies. Third, this is utilized to evaluate the current land-use planning being done in the Northwest Territories as exemplified by the Lancaster Sound Regional Land Use Plan. Fourth, the "aboriginal alternative" to planning for sustainable development in the North is analyzed. Finally, there is a brief discussion of the implications of this research for evolving planning and political systems which will facilitate the achievement of sustainable development in northern Canada. Evaluation of the Lancaster Sound Regional Land Use Plan shows that some of the objectives or goals of northern sustainable development have been adopted. These include: 1) an attempt to involve aboriginal people in the planning; 2) an emphasis on conservation and its integration with development; 3) an emphasis on the sustainable harvesting of renewable resources as the primary use of the region; and 4) the recognition of the desirability of some local decision-making regarding land-use. On the other hand, most of the processes necessary for achieving these objectives are currently underdeveloped or non-existent. Probably the three most important deficiencies exhibited by the Lancaster Sound case are: 1) a failure to integrate economic planning, land-use planning, and environmental assessment into one regional planning system; 2) the lack of a legislated mandate to enforce adhererence to a land-use plan and guidelines; and 3) the continuing overarching centralization of final decision-making regarding land-use planning and control. The persistence of these related problems suggests that the way planning for northern development is being pursued will prevent achievement of sustainability. This thesis contends that if planning and development is to be sustainable in the North, then it is necessary that something similar to the Tungavik Federation of Nunavut (TFN) proposal for land planning and management by aboriginal governments be implemented immediately. Empowerment of indigenous peoples and their governments would become the cornerstone of planning for sustainable development in the North. It would also take all of us along the path of planning the common ground for an uncommonly sustainable society in the future.

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)0.002
metaresearch head score (Gemma)0.002
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.122
Threshold uncertainty score0.887

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.006
Science and technology studies0.0200.009
Scholarly communication0.0080.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.014
GPT teacher head0.243
Teacher spread0.229 · 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

Citations0
Published2010
Admission routes2
Has abstractyes

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