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Record W4404650558 · doi:10.25071/28169344.82

A Dangerous Conflation

2024· article· en· W4404650558 on OpenAlexaffabout
Katherine Barron

Bibliographic record

VenueYU-WRITE Journal of Graduate Student Research in Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicCollaborative Teaching and Inclusion
Canadian institutionsYork University
Fundersnot available
KeywordsCurriculumTerminologyConflationOppressionPedagogyCompendiumFoundation (evidence)SociologyPsychologyMedical educationPolitical scienceMedicineGeographyLawEpistemology

Abstract

fetched live from OpenAlex

Modifying the curriculum is a common practice used to support students with Individual Education Plans (IEPs). Up to 15% of students in the Toronto District School Board (TDSB) have curriculum modifications by the time they reach Grade 8. Yet, despite their frequent use, the efficacy of this long-standing practice has rarely been studied. Research from Author (2022) suggests that racialized students are disproportionately overrepresented in this practice. Furthermore, their research suggests that there are negative long-term impacts associated with this practice. This literature review queries what is known about curriculum modifications. Findings reveal two significant issues with the terminology used in the existing literature. Additionally, the limited research available centres on only one exceptionality group (students with significant intellectual disabilities). These findings lay a foundation for future research on curriculum modifications—an area that warrants urgent attention from the anti-oppression movement within special education.

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)0.011
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.592
Threshold uncertainty score0.446

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.288
GPT teacher head0.573
Teacher spread0.285 · 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 designNot applicable
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
Published2024
Admission routes2
Has abstractyes

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