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Record W6886118836 · doi:10.14288/1.0449004

Enregistrements libres

2025· dataset· fr· W6886118836 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Collections · 2025
Typedataset
Languagefr
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsFrenchLimiting

Abstract

fetched live from OpenAlex

Base de données de l’Atlas sonore des variétés de français au Canada. Ces données sont constitués d'enregistrements libres, où les participants partagent leur réalité en tant que francophones au Canada. <br><br> Ce projet vise à valoriser les différents accents de la francophonie canadienne et à les situer géographiquement. Vous pouvez voyager avec votre curseur d’un coin à l’autre du pays en écoutant les différents accents. <br><br> Un de nos objectifs est aussi d’offrir un outil pédagogique pour les enseignant·e·s et les élèves intéressé·e·s par le français, la diversité et la variation linguistique. <br><br> Ce projet est une co-création de Dre Marie-Eve Bouchard et Dre Amanda Cardoso de l’Université de la Colombie-Britannique. Il a été financé par Language Science Institute et Open Educational Resources Fund de l’Université de la Colombie-Britannique.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: none
Teacher disagreement score0.097
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.009
Science and technology studies0.0120.000
Scholarly communication0.0130.001
Open science0.0040.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0480.008

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 head0.323
Teacher spread0.291 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreDataset

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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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