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Record W2780917122 · doi:10.11113/sh.v10n1.1322

Kerangka Panduan Efektif Pengajaran Dan Pemudahcaraan (PdPc) Sains Menggunakan Information Communication Technology (ICT) di Sekolah Jenis Kebangsaan Tamil (SJK) (TAML)

2017· article· en· W2780917122 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

VenueSains Humanika · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Technology Integration
Canadian institutionsnot available
Fundersnot available
KeywordsTamilInformation and Communications TechnologyChristian ministryWorkforceProcess (computing)PsychologyKnowledge managementMathematics educationComputer sciencePolitical science

Abstract

fetched live from OpenAlex

The effort of the Ministry of Education of Malaysia (KPM) in strengthening Science, Technology, Engineering and Mathematics (STEM) educations in Malaysia is to increase the source of experts and skilled workforce in the field of research and industry. The inspiration of KPM to empower the strengthening of STEM can be implemented with the availability of ICT. ICT can be a comprehensive tool in teaching and facilitation (PdPc) of science that is complete and inclusive. ICT based science learning is an outcome of the combination of principle and strategy within education and technology domains. ICT has a great potential to spur the learning process and extensive thinking skill among the students since they regularly incorporate the use of ICT in their daily life. However, this mentioned potential has not been fully disclosed in Malaysia. Countries like Finland has a ‘road map’, meanwhile Canada has a framework for T&L of science based on ICT. Malaysia still has not developed a ‘road map’ or a framework as the above for science especially in SJK(T). Besides that, poor achievement in science education is becoming a continuous issue in SJK (T). This case is proven to be true when the results for science subject among the SJK (T) UPSR candidates are dropping since the year 2011. Hence, various elements involving the expansion of ICT based teaching and facilitation of science framework guideline should be identified in Malaysia. The framework guideline will be built based on the Malaysian culture which has the potential to spur success and science competency at the international level.

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 categoriesMeta-epidemiology (narrow), Science and technology studies
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 score0.768
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0060.001
Scholarly communication0.0010.002
Open science0.0020.000
Research integrity0.0010.001
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 head0.030
GPT teacher head0.330
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