MétaCan
Menu
Back to cohort
Record W4415442523 · doi:10.69651/pijhss0404511

Gather, Read, Organize, Practice, Enhance (GROPE) Strategy: Its effect on the Mathematical performance of Grade 3 learners

2025· article· W4415442523 on OpenAlex
Riwel Abria, Marisol Aguilloso, Mylyn Densing, Maria Estela Egamao, Deodalyn Lauzon

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

VenuePantao, international journal of the humanities and social sciences · 2025
Typearticle
Language
FieldMathematics
TopicMathematics Education and Pedagogy
Canadian institutionsnot available
Fundersnot available
KeywordsFormative assessmentVocabularyQuarter (Canadian coin)Subject (documents)Mastery learningMathematical problem

Abstract

fetched live from OpenAlex

Mathematics is very influential in developing learners’ analytical, critical thinking, and problem-solving skills. As one of the most difficult subjects for the primary grades, an innovative teaching strategy for Grade 3 Mathematics was designed to improve students’ mastery through structured problem-solving techniques, vocabulary development, interactive activities, drills, and enhancement tasks. To get the significant difference and effect size, a paired t-test and Cohen’s D formula were used using the mean score of the pretest and posttest. The formative assessment scores were transformed into mean percentage scores and aligned to the given tables for achievement levels. Based on the results, the achievement level of the Grade 3 learners in the third quarter of Math 3 is proficient, based on the given formative assessments. There is a mastered level of the Grade 3 learners in the third quarter of Math 3 after using the GROPE Strategy and as indicated in all learning competencies. There is a significant difference in the mastery level of the Grade 3 Learners in the third quarter of Mathematics 3, as supported by the large effect size. The majority of the learners experience a worthwhile learning the subject through the GROPE strategy, together with engagement with other learners and involvement of parents. It is further recommended that the GROPE strategy must be integrated in all quarters for all problem-solving activities in Mathematics 3 so that learners can be familiarized. Adoption of the GROPE strategy implementation among learners to ensure its application. GROPE strategy will be integrated as part of the teaching delivery of the lesson, for more action research to be done. Feedback mechanism with psychosocial support to the learners must be displayed so that their eagerness to learn is sustained in solving problems.

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)0.003
metaresearch head score (Gemma)0.002
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.504
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0010.000
Open science0.0020.000
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 head0.107
GPT teacher head0.408
Teacher spread0.301 · 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