Regulating the child in early childhood education: The paradox of inclusion
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article contributes to the literature in critical special education by examining the perspectives of early childhood educators on inclusion and inclusive education. Six early childhood educators were interviewed, and the interview transcripts were analyzed using thematic analysis informed by Derridean deconstruction. Themes were identified across the interviews regarding the roles and relationships between educators, families, and children labeled with disabilities. These themes were clustered to form four overarching meta-themes highlighting axiomatic assumptions regarding expectations for inclusion: acceptance as advocacy, conformity as agency, othering as vulnerability, and knowledge as expertise. These meta-themes describe, in part, the regulatory practices that operate under the guise of “inclusion” in early childhood education to “normalize” children deemed to have deficits. To counter regulatory practices, we introduce the notion of relational inclusion as a generative, yet not unproblematic, alternative for reconceptualising the participation of learners. One goal of relational inclusion is to expand conventional notions of inclusion in ways that enable all children to participate and contribute to the culture of the classroom.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it