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Record W4407898483 · doi:10.1080/02568543.2024.2449474

Playful Art-Making and a Responsive Adult to Sustain Interest and Affirm Minoritized Children’s Experiences

2025· article· en· W4407898483 on OpenAlexafffundabout
Nicole Jamison, Anna Kirova

Bibliographic record

VenueJournal of Research in Childhood Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicChildren's Rights and Participation
Canadian institutionsUniversity of Alberta
FundersKillam Trusts
KeywordsPsychologyDevelopmental psychologyQualitative researchPedagogySociologySocial science

Abstract

fetched live from OpenAlex

Young children’s play and art-making expressions are widely recognized to function as constructions of their personal lives and can reveal salient aspects from their sociocultural contexts, funds of knowledge, and situations of development. Minoritized children require access to familiar and culturally representative materials and pedagogies in the classroom to draw on and enact elements of their lives; however, many lack these opportunities in their classrooms. This article draws on findings from an art-informed and play-based case study with young immigrant children in Canada to illustrate how culturally responsive practices, particularly through art-making opportunities and a supportive adult, can draw out the complexities, differences, and multiplicities of young minoritized children’s lived experiences. Better understandings of responsive pedagogical practices are needed in early years, as minoritized young children frequently have their experiences and perspectives dismissed or erased in the pursuit of adapting and becoming proficient as the dominant norms, culture, and practices of the school.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.565
Threshold uncertainty score0.333

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.045
GPT teacher head0.456
Teacher spread0.411 · 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 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

Citations2
Published2025
Admission routes3
Has abstractyes

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