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Record W2134093236 · doi:10.22230/cjc.2001v26n4a1251

The Arabs in the First Communication Revolution: The Development of the Arabic Script

2001· article· en· W2134093236 on OpenAlexvenueno aff
Issam Suleiman Mousa

Bibliographic record

VenueCanadian Journal of Communication · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical and Linguistic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPhoenicianCivilizationAlphabetArabicCornerstoneMiddle EastHistoryAncient historyClassicsLinguisticsLiteratureArtPhilosophyArchaeology

Abstract

fetched live from OpenAlex

Scholars unanimously agree that the development of the alphabet is a cornerstone of civilization and that Greece played a central role in the spread of this medium in the West. Both Latin and Arabic scripts were derived from the Phoenician, which represents a shared cultural heritage between the Middle East and the West. However, the question of the development of the second most used alphabet in the world, Arabic, is riddled with uncertainty for scholars. They disagree on the origin of this significant medium, which has been used by Arabs, Persians, and other nations for the past 15 centuries. This paper examines how critical communication theory may help solve this enduring mystery and finds compelling evidence to suggest that the Arabic script evolved from the Nabataean rather than the Syriac.

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)0.004
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0110.018
Scholarly communication0.0070.005
Open science0.0010.003
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0050.001

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 head0.046
GPT teacher head0.281
Teacher spread0.235 · 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 designNot applicable
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

Citations5
Published2001
Admission routes1
Has abstractyes

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