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Record W4399086652 · doi:10.47191/ijmra/v7-i05-58

Utilization of Language Strategies in Teaching Grade 10 Mathematics of Narvacan National Central High School

2024· article· en· W4399086652 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

VenueINTERNATIONAL JOURNAL OF MULTIDISCIPLINARY RESEARCH AND ANALYSIS · 2024
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Media Use
Canadian institutionsnot available
Fundersnot available
KeywordsMathematics educationQuarter (Canadian coin)ComprehensionLanguage of mathematicsPsychologyComputer scienceGeography

Abstract

fetched live from OpenAlex

This study aimed to evaluate the utilization of Language Strategies in teaching Grade 10 Mathematics at Narvacan National Central High School during the 4th quarter of the SY 2022-2023. Specifically, it focused on the profile of the students, their level of performance in language strategies, and their mathematics performance. It further determined the relationship between the students’ profile and the level of performance in language strategies, the students’ profile and their level of participation, the students’ performance in language strategies and their mathematics performance, and the problem encountered by the teachers in teaching mathematics using language strategies. This study used a quantitative research approach employing the correlational research design. The research design is a combined description, evaluative and correlational design. This study made use of a questionnaire consisting of two parts, the performance of the students when using language strategies and the 4th quarter grades of the learners in Mathematics. Hence, it is recommended students will participate in every activity or discussion related to the different language strategies. The performance of the students may be improved by sustaining the utilization of Language Strategies in Teaching Mathematics. Teachers and school heads are encouraged to innovate programs or activities that address issues related to low comprehension and low retention of students.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.497
Threshold uncertainty score0.248

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.100
GPT teacher head0.478
Teacher spread0.379 · 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