MétaCan
Menu
Back to cohort
Record W1981785436 · doi:10.1353/lan.2007.0087

<b>Multilingualism in the English-speaking world.</b> By Viv Edwards. (The language library.) Malden, MA: Blackwell, 2004. Pp ix, 253. ISBN 0631236139. $31.95.

2007· article· en· W1981785436 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 · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Systems and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsMultilingualismAotearoaMindsetLinguisticsWorld EnglishesFirst languageNeuroscience of multilingualismSociologyGender studiesComputer science

Abstract

fetched live from OpenAlex

Reviewed by: Multilingualism in the English-speaking world by Viv Edwards Joyce Milambiling Multilingualism in the English-speaking world. By Viv Edwards. (The language library.) Malden, MA: Black-well, 2004. Pp ix, 253. ISBN 0631236139. $31.95. In this book, Edwards has picked an intriguing topic—the use and fate of other languages in places where English dominates. E uses Braj Kachru’s system of categorizing countries in which English is spoken, focusing mainly on the ‘inner-circle’ countries, those that make up the English-speaking world of the title. These countries are the United Kingdom, Ireland, Canada, the United States, Australia, and New Zealand. (The author refers to New Zealand as Aotearoa/New Zealand throughout the book.) Multilingualism in the English-speaking world is divided into three parts. Part 1, ‘The extent of diversity’, contains three sections, beginning with ‘The myth of monolingualism’. The author makes it clear that despite what she calls ‘a monolingual mindset’, the English-speaking world is now and has been in the past anything but monolingual. The remainder of the first part of this volume focuses on the origins of [End Page 458] the linguistic diversity in these countries, and which languages and to what extent services (for example, interpreting and translation) are provided. Part 2 explores the subject ‘Language at home and at school’. Home is the locus for first-language learning, including where bilinguals learn their family language(s). The author states that families who speak languages other than English in inner-circle countries ‘are involved in a cost benefit analysis’. While the costs are considerable, E sees the benefits for families as ‘far greater’ (91). The heart of this part of the book deals with language and education, starting first with a historical account and continuing with the present state of language and education in the inner-circle countries. Education is, of course, vital to the maintenance and reputation of languages. A discussion of linguistic oppression and marginalized languages, on the one hand, along with a description of community efforts to maintain minority languages, on the other, provides a balanced view of the treatment of language and education in countries where English is the principal language. The book closes with Part 3, ‘Language in the wider community’. The topics in this section vary widely and include the economy, the media, the arts, and diplomacy and defense. The last chapter in the book is entitled ‘Is life really too short to learn German?’. After considering English-only policies, court cases involving minority languages, as well as some benefits of bilingualism, the author concludes that other languages enrich rather than unnecessarily complicate life in the English-speaking world. Despite dissenting voices and some consequences of the belief that English should be uncontested in inner-circle countries, E maintains that ‘Life, it would seem, is quite long enough for us to acquire a collective knowledge of German, Chinese, Urdu, and many other languages’ (222). This book establishes multilingualism as a given in the English-speaking world, while it also describes the barriers facing multilinguals there. The author has succeeded in bringing the literatures of language diversity in these different countries together in one volume, and she has done this with clarity and a touch of humor. Joyce Milambiling University of Northern Iowa Copyright © 2007 Linguistic Society of America

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.557
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.014
GPT teacher head0.329
Teacher spread0.315 · 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