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Record W4406388749 · doi:10.20360/langandlit29681

Exploring the Orton-Gillingham Approach to Teaching Reading from the Perspective of Tutors at the Scottish Rite Learning Centre for Children - Halifax

2025· article· en· W4406388749 on OpenAlexaffvenueabout
Heather Hollis, Mary Jane Harkins

Bibliographic record

VenueLanguage and Literacy · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicEFL/ESL Teaching and Learning
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsPerspective (graphical)RiteReading (process)Learning to readLiteracyPsychologyRite of passagePedagogyMathematics educationSociologyLinguisticsArtVisual artsPhilosophyTheologyAnthropology

Abstract

fetched live from OpenAlex

Research indicates that individuals with poor reading skills are more at risk of dropping out of school and having fewer career options than their peers who are proficient readers (Castles at al., 2018; Jamieson, 2009). The Scottish Rite Learning Centre for Children - Halifax (SRLCC-H) in Nova Scotia offers tuition-free tutoring services based on the Orton-Gillingham approach, to students with reading-based learning disabilities, such as dyslexia. Through individual interviews, this study explores the perspectives and experiences of the volunteer tutors and tutors-in-training at the SRLCC-H. The findings indicate that OG tutoring improved their students’ reading abilities and increased their levels of confidence.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.340
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
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 head0.023
GPT teacher head0.261
Teacher spread0.239 · 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 routes3
Has abstractyes

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