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Record W92792538 · doi:10.5206/eei.v22i2.7698

Accommodations in Teacher Education: Perspectives of Teacher Candidates with Learning Disabilities and their Faculty Advisors

2012· article· en· W92792538 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueExceptionality Education International · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicCollaborative Teaching and Inclusion
Canadian institutionsBrock University
Fundersnot available
KeywordsTeacher educationPsychologyTeacher preparationLearning disabilityPedagogySpecial educationMathematics educationReading (process)Medical educationMedicineDevelopmental psychology

Abstract

fetched live from OpenAlex

This study of teacher candidates with learning disabilities profiles their experi-ence in a teacher education program. Two teacher candidates and their faculty advisors offer perspectives at various points during the teacher education pro-gram. Findings indicate that the teacher candidates were able to complete their required courses when their professors facilitated appropriate accommodations for them. In their elementary classroom practica, the participants thrived when teaching in their trained discipline or content area, but often needed scaffolding from teacher associates when teaching mathematics and reading. Prior to dis-closing their disability to their teacher associates, the teacher candidates attempted to gauge their mentors’ tolerance of learning disabilities. Based on their lived experiences, the participants held distinct beliefs about integration and reducing the stigma of learning disabilities. Discussion on the implications for teacher education and support of teacher candidates with learning disabilities is offered.

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 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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.214
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.025
GPT teacher head0.370
Teacher spread0.346 · 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