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Record W4367368561 · doi:10.1177/11771801231167881

Etuaptmumk (Two-Eyed Seeing) in <i>Nature’s Way-Our Way</i> : braiding physical literacy and risky play through Indigenous games, activities, cultural connections, and traditional teachings

2023· article· en· W4367368561 on OpenAlexaffabout
Kathryn Riley, Amanda Froehlich Chow, Kathleen Wahpepah, M. Louise Humbert, Mariana Brussoni, Natalie Houser, Marta Erlandson

Bibliographic record

VenueAlterNative An International Journal of Indigenous Peoples · 2023
Typearticle
Languageen
FieldHealth Professions
TopicPhysical Education and Pedagogy
Canadian institutionsUniversity of ManitobaUniversity of British ColumbiaSaskatoon City HospitalUniversity of Saskatchewan
Fundersnot available
KeywordsIndigenousCurriculumLiteracySociologyTraditional knowledgeSovereigntyEnvironmental ethicsPsychologySocial psychologyPedagogyPolitical scienceLawPoliticsEcology

Abstract

fetched live from OpenAlex

Growing philosophical and empirical evidence shows that physical literacy and risky play enriches movement opportunities, while also fostering increased physical activity, wholistic health, and wellness across the lifespan. However, physical literacy and risky play have typically been theorized and practiced from a western worldview. In response, Nature’s Way-Our Way is an initiative designed to ground physical literacy and risky play in Indigenous games, activities, cultural connections, and traditional teachings, as enacted in Early Childhood Education Centres across Saskatchewan, Canada. This article explores Nature’s Way-Our Way’s theoretical underpinnings of Etuaptmumk (Two-Eyed Seeing), adopted to braid together the strengths of Indigenous Knowledges with western knowledge through practices of Indigenous métissage (land and story-based approaches to curriculum informed by relationality). Providing examples of culturally rooted resources, this article shows how the Nature’ s Way-Our Way initiative supports Indigenous self-determination and sovereignty to foster increased physical activity, wholistic health, and wellness across the lifespan.

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)0.001
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: none
Teacher disagreement score0.022
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0070.011
Scholarly communication0.0040.003
Open science0.0010.008
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0070.001

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 head0.063
GPT teacher head0.453
Teacher spread0.390 · 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

Citations12
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueAlterNative An International Journal of Indigenous PeoplesSame topicPhysical Education and PedagogyFrench-language works237,207