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Record W2016829811 · doi:10.1515/ijsl-2014-0008

Bilingual winks and bilingual wordplay in Montreal's linguistic landscape

2014· article· en· W2016829811 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueInternational Journal of the Sociology of Language · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicLinguistic and Sociocultural Studies
Canadian institutionsUniversité de Montréal
FundersInsight SFI Research Centre for Data Analytics
KeywordsLinguistic landscapeSignageLegislationLinguisticsNothingRevelsPopulationCovertPoliticsNeuroscience of multilingualismSociologyHistoryPolitical scienceLawArtArt historyVisual artsPhilosophy

Abstract

fetched live from OpenAlex

Abstract In Québec, legislation regulates the language of public and commercial signage. As intended, this has transformed the linguistic landscape (LL) of Montreal, which looks more French than just three decades ago. But if we stop looking and actually listen to the city's soundscape, what is clear is that Montreal is a much more bilingual and multilingual city with a population increasingly able to read signs both in English and in French. Interestingly, in the Montreal LL can be found a number of commercial signs that are nothing less than wry “bilingual winks” that circumvent legislation, sometimes with quite wicked skill, and play with French and English. These bilingual winks are clearly intended for a population with the language skills to catch the wink and can be interpreted as manifestations of the increasing number of complex language repertoires, but also of a bilingual aesthetic that revels in disrupting and claiming space. It would also seem, however, that while a certain amount of covert bilingual creativity has been inspired by the legal constraints imposed in Québec, bilingual wordplay has simply found ways of creeping into the LL, despite the politics of language and legislation.

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)0.001
metaresearch head score (Gemma)0.006
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 score0.357
Threshold uncertainty score0.660

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.010
GPT teacher head0.317
Teacher spread0.306 · 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