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Record W7117167519 · doi:10.37669/milliegitim.1708174

Examining Curricula within the Scope of Algebraic Thinking: Examples from Turkiye, Singapore, England and Canada (Ontario)

2025· article· W7117167519 on OpenAlexaboutno aff
Zeynep Gürsoy, Zeynep Sonay Ay

Bibliographic record

VenueMilli Eğitim Dergisi · 2025
Typearticle
Language
FieldSocial Sciences
TopicMathematics Education and Teaching Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumScope (computer science)Diversity (politics)Class (philosophy)Algebra over a fieldAlgebraic numberField (mathematics)Mathematics curriculum

Abstract

fetched live from OpenAlex

The purpose of this research is to compare the Century of Türkiye Education Model, which has been implemented since the 2024–2025 academic year, and the Türkiye (2018, 2024) secondary school mathematics curriculum, which is still ongoing, with the mathematics curricula of Singapore, England, and Canada (Ontario) in the field of algebraic thinking and algebra learning, revealing similarities and differences. The curricula of Singapore, England, and Ontario have been considered data sources due to their higher average scale scores in internationally recognized assessments such as TIMSS and PISA compared to Turkiye and their geographical diversity across different continents. The algebra learning area at the class levels corresponding to grades 5–8 has been examined through document analysis using three distinct dimensions based on various concepts and processes alongside the components of generalized arithmetic, functional thinking, and modeling languages associated with algebraic thinking. The similarities and differences between the sub-learning areas and achievements related to the algebra learning area have been delineated through horizontal comparisons. As a result of the comparison, it was found that the Ontario and the Century of Türkiye Model curricula present a balanced distribution among generalized arithmetic, functional thinking, and modeling languages. The Singapore curriculum, on the other hand, emphasizes functional thinking and problem solving through patterns and relations, while the England curriculum integrates algebra with reasoning and real-life applications. Overall, the provision of algebraic concepts at each grade level, the support of various processes, the inclusivity of mathematical expressions, and the presence of guiding descriptions and exemplary applications are notable across the curricula.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.357
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.028
GPT teacher head0.275
Teacher spread0.247 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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