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Record W4407887075 · doi:10.1177/1476718x251318894

On summoning queer joy in early childhood education: Some findings from New Brunswick, Canada

2025· article· en· W4407887075 on OpenAlexafffundabout
Casey Burkholder, Pam Whitty, Pam Malins, Melissa Keehn

Bibliographic record

VenueJournal of Early Childhood Research · 2025
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsWilfrid Laurier UniversityUniversity of New BrunswickConcordia University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsQueerEarly childhood educationEarly childhoodSociologyPsychologyDevelopmental psychologyPedagogyMathematics educationGender studies

Abstract

fetched live from OpenAlex

What might the concept of queer joy offer to early childhood educators in New Brunswick, Canada? As a part of a study about the supports and barriers to comprehensive sexuality education in New Brunswick, Canada, we sought to speak with early childhood educators about the ways in which sexuality education happens in early childhood centers. We wondered: What kinds of sexuality education is already happening within early childhood centers and under what conditions? What do educators need to feel supported in this work? In a study with 11 early childhood educators, we found that they often spoke about 2SLGBTQI+ people and families through a lens of inclusion. Yet, despite this inclusion of 2SLGBTQI+ identities into the normative ECE space, there was no understanding of queerness and transness as joyful-and no real thinking through what queerness and transness might offer the educator and the classroom space in early childhood centers. As we imagine the possibilities for sexuality education within ECE contexts, we look forward to seeing what might happen when children and educators summon queer joy.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.333
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.003
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 head0.030
GPT teacher head0.380
Teacher spread0.350 · 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.

Study designObservational
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

Citations4
Published2025
Admission routes3
Has abstractyes

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