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Record W1841039150 · doi:10.20355/c5z594

Integrating African Indigenous Knowledge in Kenya’s Formal Education System: The Potential for Sustainable Development

2008· article· en· W1841039150 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.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueJournal of Contemporary Issues in Education · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican cultural and philosophical studies
Canadian institutionsUniversity of British Columbia
FundersGovernment of the Republic of Kenya
KeywordsTraditional knowledgeIndigenousKenyaCurriculumSustainable developmentContext (archaeology)Indigenous educationEducation for sustainable developmentEconomic growthPolitical scienceSociologyGovernment (linguistics)Engineering ethicsPedagogyGeographyEngineeringEcologyEconomics

Abstract

fetched live from OpenAlex

The current paradigm shift toward promoting education for sustainable development gravitates toward alternative approaches to school curricula in Sub-Saharan Africa. It is argued that solutions to problems that currently plague the continent and with reference to the Kenyan context must proceed from understanding of local capacities such as the role of indigenous knowledge in promoting sustainable development. This can be achieved by integrating indigenous knowledge into the formal education system to address some of the knowledge deficiencies for development that is currently formulated from the western perspective. This approach challenges the dominance of western knowledge in Kenya’s school system that makes education disembodied from context. The purpose of this paper is to explore the meaning of indigenous knowledge, provide rationale for valuing indigenous knowledge in formal school system, examine the government’s efforts to indigenise curricula, and dilemmas to integrating indigenous knowledge in formal education with implications to teacher education programs.

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)0.001
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.262
Threshold uncertainty score0.920

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.032
GPT teacher head0.326
Teacher spread0.293 · 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