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Record W4384405368 · doi:10.54471/moderasi.v3i1.40

Nilai-Nilai Pendidikan Islam: Studi Komparasi Pendidikan Multikultural Indonesia dan Kanada

2023· article· en· W4384405368 on OpenAlexaboutno aff
Iqbal Mustakim, Ahmad Yaim, Ovi Fitriyanti, Maryamah Maryamah, M Riski Kurniawan

Bibliographic record

VenueModerasi Journal of Islamic Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Character Development
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismDignityIslamic educationMulticultural educationIslamDiversity (politics)Political scienceSociologyPedagogyGeographyLaw

Abstract

fetched live from OpenAlex

Multicultural education in developed countries (Indonesia and Canada), especially in basic education, wants education that upholds human dignity by respecting and understanding the differences that each individual has. Comparison of multicultural education (Indonesia and Canada) First, each developed country (Indonesia and Canada) has similarities in multicultural education, namely wanting to eradicate acts of discrimination and uphold human rights fairly. Second,differences in multicultural education in Indonesia give a role to the Principal in monitoring the diversity of each student. In Canada, implementing multicultural education involves implementing an educational model that reconstructs cultural diversity

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)0.001
metaresearch head score (Gemma)0.001
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.993
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.092
GPT teacher head0.398
Teacher spread0.306 · 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
Published2023
Admission routes1
Has abstractyes

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