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Record W4401917708 · doi:10.5430/jct.v13n4p331

Enhancing Students’ Science Literacy through Megedong-Gedongan: A Balinese Local Culture-based Flipbook

2024· article· en· W4401917708 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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Curriculum and Teaching · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSTEM Education
Canadian institutionsnot available
Fundersnot available
KeywordsLiteracyScientific literacySociologyMathematics educationPedagogyPsychologyScience education

Abstract

fetched live from OpenAlex

This study investigates the effectiveness of the Balinese megedong-gedongan local culture-based flipbook in enhancing science literacy among students. This research aims to increase scientific literacy through flipbooks based on Balinese culture, especially megedong-gedongan. Mastery of scientific literacy opens the door to various job opportunities in science, technology, and innovation. In the digital and knowledge-based era, the demand for human resources with a strong understanding of science and technology continues to increase. Employing a classroom action research methodology, the study involved 47 Biology and Marine Affairs students at the Ganesha University of Education, Indonesia. The study used a valid and reliable scientific literacy test as an instrument. The results reveal that the Bali megedong-gedongan flipbook effectively improved science literacy. This is evidenced by a significant increase in student science test scores after using the flipbook. The data analysis results show that using megedong-gedongan Balinese culture-based flipbooks can significantly increase student scientific literacy. In addition, students more easily relate learning material to their daily lives, which impacts increasing scientific literacy. This research suggests that integrating local culture into science teaching materials can effectively increase scientific literacy among 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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.753
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.002
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 head0.012
GPT teacher head0.386
Teacher spread0.374 · 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