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Record W4412931226 · doi:10.1080/00131857.2025.2531938

Pedagogists’ modes of response and what might be unique to their work: Some reflections on pedagogy in Canadian early childhood education

2025· article· en· W4412931226 on OpenAlexaffabout
Cristina Delgado Vintimilla, Nicole Land, Veronica Pacini-Ketchabaw, Randa Khatar

Bibliographic record

VenueEducational Philosophy and Theory · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsWestern UniversityToronto Metropolitan University
Fundersnot available
KeywordsPedagogyPhilosophy of educationSociologyWork (physics)Early childhood educationHigher educationPolitical scienceLawEngineering

Abstract

fetched live from OpenAlex

This article infuses texture and context to the new professional role of the pedagogist in early childhood education in Canada. Inspired by the Italian role of the pedagogista, in the Canadian context pedagogists carry out situated work concerned with proposing and collectively creating pedagogical experiences hospitable to invention in the fraught spaces of early childhood education. In particular, the article recounts pedagogists’ modes of response: reading and interpreting; intersecting and interrupting; asking unconventional questions; and intending and discerning. Contrasting these modes of response with professional skills or competencies, we sketch them as acts, gestures, and movements that orient pedagogists in certain ways and put in motion the processes that delineate how educational experiences are composed and configured in early childhood. Through this careful sketching, we take up a guiding question—what might be unique to the work of a pedagogist?—as well as a central assertion—that the work of a pedagogist cannot focus solely on curriculum making.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.484
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.030
GPT teacher head0.372
Teacher spread0.342 · 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 designTheoretical or conceptual
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

Citations1
Published2025
Admission routes2
Has abstractyes

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