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Record W4410844713 · doi:10.53840/jpi.v18i1.324

Kepekaan Terhadap Pemikiran Liberal dalam Kalangan Penjawat Awam Institusi Agama di Selangor

2025· article· id· W4410844713 on OpenAlexaff
Faiz Mukmin, Mohamed Fairooz Mohamed Fathillah, Mohd Shairawi Mohd Noor, Zaharudin Salim

Bibliographic record

VenueJurnal Pengajian Islam · 2025
Typearticle
Languageid
FieldBusiness, Management and Accounting
TopicIslamic Finance and Banking Studies
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsSociologyPsychology

Abstract

fetched live from OpenAlex

Dewasa ini umat Islam menghadapi cabaran kepada akidah kuat. Sifat-sifat global yang terdapat dalam pelbagai hal seperti ekonomi, perdagangan, budaya sains dan hasil-hasil teknologi telah mencabar agama untuk terus relevan atau sebaliknya. Bagi memenuhi tuntutan akidah untuk mengatasi masalah moden era ini, pengaruh aliran pemikiran semasa perlu diperincikan sepertimana yang pernah dilaksanakan oleh ilmuwan Islam terdahulu. Oleh yang demikian, kajian ini bertujuan untuk menganalisis tahap kepekaan penjawat awam institusi Islam di Selangor terhadap isu-isu yang berlaku mengenai pemikiran liberal. Bagi mencapai objektif ini, metod kajian kuantitatif telah digunakan. Pengumpulan data adalah melalui analisis dokumen dan instrumen soal selidik. Begitu juga kajian menggunakan teknik pensampelan bertujuan (purposive sampling). Pemilihan sampel melibatkan penjawat awam institusi Islam di Selangor. Data kajian telah dianalisa secara deskriptif menggunakan min dan sisihan piawai. Secara keseluruhannya dapatan kajian menunjukkan aspek positif dalam kepekaan terhadap pemikiran liberal di Selangor. Walaubagaimanpun terdapat simptom-simptom pemikiran tersebut dapat dikesan dalam aspek tertentu seperti perkara yang berkaitan dengan Perlembagaan Malaysia, Kesultanan, Pluralisme agama dan lain-lain lagi. Dapatan kajian ini diharap dapat membantu merangka dasar baru pendidikan akidah juga dapat membantu pihak majlis agama dalam menangani penularan pengaruh pemikiran liberal di tanah air. Justeru itu pihak MAIS dan JAIS tidak boleh memandang ringan isu ini kerana ia berpotensi mengugat kredibiliti MAIS dan JAIS sebagai tonggak utama institusi Islam di Selangor.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.040
Threshold uncertainty score0.135

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0040.002
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0400.007

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 head0.009
GPT teacher head0.226
Teacher spread0.216 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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