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Indigenous Education in a Global Context

2014· reference-entry· en· W2374110349 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typereference-entry
Languageen
FieldComputer Science
TopicEducation, Technology, and Economics
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousEthnic groupCultural assimilationTraditional knowledgeColonialismContext (archaeology)Indigenous educationCultural diversity

Abstract

fetched live from OpenAlex

The term “indigenous,” when used with education, is generally recognized to refer to the first inhabitants of an area that was later colonized by another, more powerful, group of people who then forced their language and culture on the original inhabitants. In Australia and Canada, the term “Aboriginal” is still used; in Canada, “First Nations” is also popular; and in the United States, “Native American,” “American Indian,” “Alaska Native,” and “Native Hawaiian” are used to describe the country’s indigenous peoples. However, the term “indigenous” is becoming more popular globally. The colonial approach to education is related to the anthropological concept of ethnocentrism, where each ethnic group tends to think itself superior to other groups, and which propels more powerful, dominant groups to subordinate or demand the cultural assimilation of less powerful groups they conquer and colonize. The subordinate, indigenous group can be expected to adopt the religion, language, and customs of the dominant group, and schools are used to promote this conversion. However, ethnic minorities often resist forced assimilation. Much of the recent history of indigenous education globally has involved the conflict between efforts at decolonization, which was exemplified by the United Nations’ adoption in 2007 of the Declaration on the Rights of Indigenous Peoples, and continued efforts to assimilate thousands of indigenous ethnic minority groups. The variety of these groups is indicated by the fact that it is estimated by linguists that there are over six thousand languages spoken across the globe today (though assimilationist education is lowering that number), and each language can represent a unique culture. Since European nations colonized much of the world in the last few centuries, they are usually the group imposing, through schools, their language and culture on indigenous peoples in Africa, the Americas, Asia, Australia, and the islands in the Pacific Ocean. However, China’s recent actions in Tibet also meet this definition, and the actions of Scandinavian countries in regard to the Sámi in their northern regions also qualify. The studies in this bibliography examine the educational issues worldwide that many indigenous people still face today as they attempt to hold on to their indigenous languages and cultures while seeking to reestablish self-government and gain economic success in an increasingly globalized and “flat” world.

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 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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.776
Threshold uncertainty score0.868

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 science0.0010.000
Research integrity0.0010.000
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 head0.017
GPT teacher head0.278
Teacher spread0.261 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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

Citations1
Published2014
Admission routes1
Has abstractyes

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