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Record W4323047507 · doi:10.3390/children10030497

A Nature’s Way—Our Way Pilot Project Case Assemblage: (Re)Storying Child/Physical Literacy/Land Relationships for Indigenous Preschool-Aged Children’s Wholistic Wellness

2023· article· en· W4323047507 on OpenAlexafffundabout
Kathryn Riley, Amanda Froehlich Chow, Kathleen Wahpepah, Natalie Houser, Mariana Brussoni, Erica Stevenson, Marta Erlandson, M. Louise Humbert

Bibliographic record

VenueChildren · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicChildren's Rights and Participation
Canadian institutionsUniversity of British ColumbiaUniversity of ManitobaSaskatoon City HospitalUniversity of Saskatchewan
FundersCanadian Institutes of Health Research
KeywordsIndigenousMaterialismEarly childhoodAssemblage (archaeology)LiteracyPoliticsPedagogySociologyEarly childhood educationPsychologyGender studiesDevelopmental psychologyPolitical scienceGeographyEpistemologyEcologyArchaeology

Abstract

fetched live from OpenAlex

Physical literacy (PL) is gaining more attention from educational policy-makers, practitioners, and researchers as a way to improve health and wellness outcomes for children and youth. While the development of PL is important for early years children, there is limited attention in the literature that explores the political, cultural, and social discourses imbued in colonialism that implicate how PL is actualized in Indigenous early childhood education (ECE) contexts. This case assemblage explores how the culturally rooted, interdisciplinary, and community-based PL initiative, Nature's Way-Our Way (NWOW), negotiated movement with three early childhood educators in the pilot project with an early childhood education centre (ECEC) in Saskatchewan, Canada. Through postqualitative approaches to research, this case assemblage adopts new materialist methodologies to show how the natural order of knowing in movement was disrupted through moments of rupture generating stories of PL to encompass radical relationality with land. As land becomes a vital and lively part of PL storying, it can function as an important protective factor for Indigenous preschool-aged children's wholistic wellness.

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)0.005
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: Empirical
Teacher disagreement score0.112
Threshold uncertainty score0.223

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0140.007
Scholarly communication0.0040.002
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.050
GPT teacher head0.360
Teacher spread0.310 · 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

Citations5
Published2023
Admission routes3
Has abstractyes

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