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Record W1979145312 · doi:10.1163/15692086-12341237

The Role of Authentic Islam: The Way Forward for Women in Saudi Arabia

2012· article· en· W1979145312 on OpenAlexaff

Bibliographic record

VenueHawwa · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in MENA
Canadian institutionsWestern University
Fundersnot available
KeywordsIslamInterpretation (philosophy)Variety (cybernetics)State (computer science)SociologyInequalityPolitical scienceEconomic growthGender studiesSocial scienceEconomicsHistory

Abstract

fetched live from OpenAlex

Abstract This paper explores the main reasons for which progressive Saudis can be optimistic that women will eventually achieve their rightful place in society in general and in the employment sector in particular. A critical analysis is performed of the social, cultural, and religious background to gender inequality as well as of the current state of women’s education and employment. The evidence considered of the everlasting gender discourses in Saudi Arabia includes examples from the girls’ home economics textbook for Grades 7 and 8. This paper confirms that Saudi society is witnessing a growing acknowledgment of the undeniable Scriptural basis for women’s participation in all aspects of public life and an accompanying dilution of the influence of the some conservative Ulama as enforcers of a narrow and literal interpretation of Islam. This paper also confirms that important institutional and policy changes are underway that are creating new educational and employment opportunities for women. The result is that the deeply entrenched gender issues that has for so long characterized the Saudi education system and society as a whole is being challenged by progressive Islamic principles and by a variety of institutional reforms, among other factors.

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 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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.700
Threshold uncertainty score0.286

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.015
GPT teacher head0.276
Teacher spread0.261 · 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 teacher head, 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

Citations7
Published2012
Admission routes1
Has abstractyes

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