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Record W7081650302 · doi:10.46827/ejes.v12i11.6274

PROMOTING MATHEMATICAL ACHIEVEMENT THROUGH CREATIVE THINKING AND STRUCTURED ACTIVITY EXPOSURE IN HIGH SCHOOL EDUCATION

2025· article· en· W7081650302 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEuropean Journal of Education Studies · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsCreative thinkingConvergent thinkingCreative problem-solvingCreativityCritical thinkingAcademic achievementData collectionQuarter (Canadian coin)

Abstract

fetched live from OpenAlex

This research explored the relationship between creative thinking skills, exposure to creative activities, and mathematics achievement among 250 Grade seven students in a public high school in Cebu City, Philippines, using a descriptive correlational design. The respondents were identified using simple random sampling. Data were collected using researcher-made instruments on the Creative Thinking Skills and Creative Thinking Activities Exposure Scale, which underwent pilot testing, while Mathematics Achievement was measured using their Fourth Quarter grades. Data were analyzed using descriptive and inferential statistics. Results showed respondents’ moderate creative thinking skills, with high exposure to activities promoting creative thinking skills. On the one hand, the respondents’ mathematical achievement was satisfactory. Moreover, there was a significant moderate positive relationship between the respondents’ creative thinking skills and exposure to creative thinking activities, while no significant relationship between creative thinking skills and mathematics achievement. Similarly, no significant relationship between exposure to creative thinking activities and mathematics achievement was found. Recommendations were made to include creative thinking activities in the curriculum, enrichment programs for students, and teacher training in innovative methodologies.<p> </p><p><strong> Article visualizations:</strong></p><p><img src="/-counters-/soc/0424/a.php" alt="Hit counter" /></p>

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.532
Threshold uncertainty score0.335

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.025
GPT teacher head0.304
Teacher spread0.279 · 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