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Record W4414619459 · doi:10.1080/10665684.2025.2558792

(Re)storying Black early Childhood Educators’ Encounters with Anti-Blackness: Thinking through Refusals

2025· article· en· W4414619459 on OpenAlexafffund
Veronica Pacini-Ketchabaw, Fikile Nxumalo

Bibliographic record

VenueEquity & Excellence in Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCritical Race Theory in Education
Canadian institutionsUniversity of TorontoWestern University
FundersSocial Sciences and Humanities Research Council of CanadaWestern University
KeywordsEarly childhoodEarly childhood educationChild developmentChild rearingRacial bias

Abstract

fetched live from OpenAlex

This article engages with questions that refuse the dominant registers of despair and recognition that describe the conditions Black early childhood educators experience daily. It asks: How might early childhood education attend to the textures and excesses of livingness beyond dominant registers? What needs to take place in early childhood education so that glimpses of Black freedom permeate these lifeless registers? What places might we search, what stories might we tell, what might we need to remember in order to imagine glimpses of Black freedom? In the company of feminist Black scholars, we work with Katherine McKittrick’s analytics of opacity, Rinaldo Walcott’s glimpses of Black freedom, and Christina Sharpe’s praxis of the wake. Our intention is to (re)story the early childhood education archive (always already founded in anti-Blackness) and reinvent it by attending to Black life, and, through this process, imagine capacious and lively registers.

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)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.116
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.019
GPT teacher head0.383
Teacher spread0.364 · 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 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

Citations0
Published2025
Admission routes2
Has abstractyes

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