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Record W4410573215 · doi:10.1163/18776930-01701003

An overview of phonological interactions in Judeo-Baghdadi Arabic

2025· article· en· W4410573215 on OpenAlexfundno aff
Moty Bistry, S. Berrebi, Eyal Marco, Ezer Rasin

Bibliographic record

VenueBrill s Journal of Afroasiatic Languages and Linguistics · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicLanguage, Linguistics, Cultural Analysis
Canadian institutionsnot available
FundersAzrieli Foundation
KeywordsArabicLinguisticsNatural language processingComputer sciencePhilosophy

Abstract

fetched live from OpenAlex

Abstract Judeo-Baghdadi Arabic is an endangered Jewish variety of Arabic (Semitic) spoken in Israel by Jews who immigrated from Baghdad. In this paper, we provide an overview of the phonological system of this variety, focusing on the interactions between its supra-segmental phonological processes. In particular, we describe new instances of opaque interactions that are known to pose a challenge to classical Optimality Theory and to some of its extensions that have been proposed to deal with opacity. In addition, we highlight an extreme case of opacity which we call “across-the-board opacity”, involving an opaque process whose regular application is never observed on the surface, raising the question of how a process of this sort would be acquired.

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)0.000
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.828
Threshold uncertainty score0.587

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0010.000

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 head0.050
GPT teacher head0.351
Teacher spread0.301 · 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 designTheoretical or conceptual
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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