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Record W4401980415 · doi:10.55123/abdisoshum.v3i2.3927

Development Of Professional Competence For Arabic Language Teachers At Madrasah Aliyah Model Hafshawaty Zainul Hasan Genggong

2024· article· en· W4401980415 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueABDISOSHUM Jurnal Pengabdian Masyarakat Bidang Sosial dan Humaniora · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicArabic Language Education Studies
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsArabicCompetence (human resources)PsychologyMathematics educationPedagogyLinguisticsPhilosophySocial psychology

Abstract

fetched live from OpenAlex

This community service activity emphasizes the importance of preparing proposals and reports on Classroom Action Research (CAR) to improve the quality of Arabic language learning. It is expected that Arabic teachers at Madrasah Aliyah Model Hafshawaty Zainul Hasan Genggong will understand the steps in preparing CAR, enhance the quality of Arabic language learning, and draft relevant CAR proposals. To achieve this goal, training, and education were conducted at Madrasah Aliyah Model Hafshawaty Zainul Hasan Genggong with 25 participants from May 31 to June 4, 2024, over five days. The methods used included lectures, discussions, and hands-on practice. Participants received material through lectures, engaged in group discussions, and prepared CAR proposals with guidance from facilitators. The training results showed that this activity was highly beneficial for Arabic teachers at Madrasah Aliyah Model Hafshawaty Zainul Hasan Genggong. The teachers gained a better understanding of the importance of professional development through CAR and received guidance in preparing proposals and conducting classroom action research. In conclusion, the program significantly enhanced the teachers' ability to conduct effective CAR, contributing to the overall improvement of Arabic language education at the institution.

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)0.002
metaresearch head score (Gemma)0.000
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.298
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.045
GPT teacher head0.369
Teacher spread0.324 · 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