MétaCan
Menu
Back to cohort
Record W3201092162

I will use the left hand in school and the right hand at home: A two-eyed seeing approach

2021· article· en· W3201092162 on OpenAlex
John Bosco Acharibasam, Janet McVittie

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.

Bibliographic record

VenueThe International Education Journal: Comparative Perspectives · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsIndigenousTraditional knowledgeDominance (genetics)Early childhoodIndigenous educationEarly childhood educationSociologyPedagogyPsychologyDevelopmental psychologyEcology
DOInot available

Abstract

fetched live from OpenAlex

Globally, there are increasing demands to decolonize education. As a result, the integration of Indigenous Knowledges and worldviews into Early Childhood Education has become a pertinent issue. Few studies have examined methodological frameworks for integrating Indigenous Knowledges into early learning in Ghana. This article examined the integration of Indigenous Knowledge into Early Childhood Education at a rural primary school. A two-eyed seeing Indigenous methodology was employed to integrate the local Kasena Indigenous Knowledge into a Kindergarten 2 classroom environmental studies topics. The ages of the children ranged from 6-8 years. As the holders of Indigenous knowledge, two Kasena Indigenous Elders helped to integrate Indigenous Knowledge into topics by visiting the school to teach and take children out on outdoor learning activities. After this, in-depth interviews were held with research participants. This paper focuses specifically on the methodology employed and highlights some of the outcomes. The study found that adopting a two-eyed seeing approach: challenged Western Knowledge’s dominance over Indigenous Knowledge in early learning; provided a framework to guide practice for integrating Indigenous Knowledge; and created awareness of the existence of an Indigenous worldview.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.294
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.047
GPT teacher head0.378
Teacher spread0.331 · 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