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Record W7117306366 · doi:10.1177/13621688251394494

Pedagogy as bountiful giving: L2 Arabic for adult learners beyond formal education

2025· article· en· W7117306366 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueLanguage Teaching Research · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicLanguage, Linguistics, Cultural Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsMainstreamContext (archaeology)Class (philosophy)Identity (music)Language educationTeaching methodFormal learningAction research

Abstract

fetched live from OpenAlex

This article examines the nature of Arabic as a second language (L2) pedagogy in the context of language beyond the formal curriculum. Although such non-curricular teaching of Arabic in offline and online settings is available in many countries including Australia, Canada, UK and USA, it has not received much research attention. The present pedagogical inquiry is based on a free Arabic class for Muslim adults in a major Australian city which is taught by an autodidactic teacher who is an IT professional and attended by students who are also professionals or academics or PhD researchers. Based on data from class observation and teaching recordings and teacher interviews, I describe multiple creative features of the pedagogy that support its theorizing as a holistic, passionate and generous act of giving. The teacher’s teaching practice demonstrates what an Islamically informed and inspired pedagogy looks like, how it manifests in practice, and what potential outcomes it may have in the context of language beyond the formal setting. Emerging from the classroom-based research is a hybrid pedagogical mode that combines the spiritual and the secular, the physical and the technological/virtual, and the Western and the Eastern traditions in teaching and learning engagement. The gift pedagogy builds the class as a community and promotes participant wellbeing and identity reinforcement. As language teaching and learning increasingly take place outside formal, mainstream and fee-paying contexts, this research can enrich readers’ understanding of L2 pedagogy in changing contexts and times.

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.

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)0.002
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
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 score0.708
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.032
GPT teacher head0.410
Teacher spread0.378 · 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