MétaCan
Menu
Back to cohort
Record W2088413716 · doi:10.1353/aiq.2004.0101

Coming Full Circle: Indigenous Knowledge, Environment, and Our Future

2004· article· en· W2088413716 on OpenAlexaboutno aff
Deborah McGregor

Bibliographic record

VenueThe American Indian Quarterly · 2004
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousTraditional knowledgeEnvironmental ethicsSustainable developmentConventionPolitical scienceCommissionConvention on Biological DiversityIndigenous rightsSociologyEnvironmental resource managementPoliticsBiodiversityLawEcology

Abstract

fetched live from OpenAlex

Traditional Ecological Knowledge (TEK) as a construct of broader society is a relatively recent phenomenon, and the field that supports the acquisition of environmental knowledge from Aboriginal people has rapidly grown over the last two decades.1 In part, TEK has emerged from the growing recognition that Indigenous people all over the world developed sustainable environmental knowledge and practices that can be used to address problems that face global society.2 David Suzuki, scientist and environmentalist, writes, "My experience with Aboriginal people convinced me ... of the power and relevance of their knowledge and worldview in a time of imminent global ecocatastrophe."3 The international community has also recognized the important role Indigenous people and their knowledge can play in global society. In 1987 the Report of the World Commission on Environment and Development (or the Brundtland Report) recognized the important role of Indigenous people in sustainable development. Five years later, at the United Nations Conference on Environment and Development, the Convention on Biodiversity (CBD) was signed, one of two legally binding agreements. The CBD reiterated the important role of Indigenous people and their knowledge for achieving sustainable environmental and resource management.4 Canada has responded to the challenges brought forth by the Convention on Biodiversity and the Brundtland Report and is incorporating TEK into various environmental decision-making processes. The field of TEK is well on its way to becoming firmly entrenched in the discourse on environmental management and decision making in Canada, particularly in the north where it is part of public policy.5 The practice and application of TEK research in Canada, and the specific research methods [End Page 385] devised to access this knowledge from Aboriginal people, are approximately two decades old. In Indigenous communities themselves, however, the practice of TEK is thousands of years old. If one were to ask, "What is the current state of TEK practice and application in Canada?" a different response would be offered, depending on who was asked. This reflection paper explores the relationship between Indigenous Knowledge (IK) and Traditional Ecological Knowledge. I will also examine the current conception and practice of the field of TEK in Canada. I propose to present this topic along the same lines that I teach in my course, "Indigenous Traditional Ecological Knowledge," in the Aboriginal Studies Program at the University of Toronto.6 There is a major dichotomy in the realm of TEK that needs to be understood: there is the Aboriginal view of TEK, which reflects an Indigenous understanding of relationships to Creation, and there is the dominant Eurocentric view of TEK, which reflects colonial attitudes toward Aboriginal people and their knowledge. In my view, to understand where TEK comes from one must start with Indigenous people and our own understanding of the world. Therefore, every year when I teach this course I start with Creation stories or those conceptual frameworks that provide an Indigenous understanding of our own relationship to all of Creation. My view is that Indigenous understanding of our relationship to Creation did not start with the arrival of newcomers: there were already well-developed philosophies or conceptual frameworks, ethics, and values that had flourished for thousands of years. I do not begin with the newcomers' understanding of us, with their theories and assertions, but instead start with our own. I believe we can then better understand how and why the field of TEK has evolved as it has. The Beginning: Creation, Re-Creation Our stories inform us about our beginnings. All our stories have value and offer insights, but the stories I choose to enhance student understanding of Indigenous Knowledge are the Creation stories of the Haudenosaunee and Anishinaabe. LIKe any story, there are different versions that vary with storytellers or cultural traditions. On the first day of class we listen to the Haudenosaunee Thanksgiving Address—the "Words [End Page 386] that Come before all Else," as the address is also called. We also listen...

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)0.004
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.193
Threshold uncertainty score0.383

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0200.031
Scholarly communication0.0130.018
Open science0.0020.008
Research integrity0.0070.010
Insufficient payload (model declined to judge)0.0140.001

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 head0.013
GPT teacher head0.315
Teacher spread0.303 · 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 designTheoretical or conceptual
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

Citations443
Published2004
Admission routes1
Has abstractyes

Explore more

Same venueThe American Indian QuarterlySame topicIndigenous Studies and EcologyFrench-language works237,207