MétaCan
Menu
Back to cohort
Record W7108072781 · doi:10.31261/rs.2025.27.03

Amérindiens – figures identitaires de la littérature canadienne-française et québécoise

2025· article· fr· W7108072781 on OpenAlexaboutno aff

Bibliographic record

VenueRomanica Silesiana · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsIdentity (music)PoeticsPeriod (music)Minor (academic)Term (time)

Abstract

fetched live from OpenAlex

The “ensauvagement” – a term coined by Voldřichová Beránková (2021) – that characterizes the ongoing transformation of Quebec literature due to both the intense interest of certain authors in Amerindian topics and the gradual assertiveness of Amerindian authors themselves can be traced back as far the earliest writings of the Nouvelle-France period (Marc Lescarbot, Relations des jésuites, etc.). “Savage” characters were appropriated by 19th- and 20th-century literature as identity figures, authenticating Quebec’s identity. Works by Antoine Gérin-Lajoie (Le Jeune Latour, 1844), Louis-Honoré Fréchette (Papineau, 1880), Jacques Ferron (Les Grands Soleils, 1958; Le Ciel de Québec, 1969) and Leonard Cohen (Beautiful Losers, 1967) follow this increasingly important thematic thread. The paper attempts to link this progression of aboriginal resurgences to the activation of identity models (Bouchard, 2001) over the history of literature, and to the transformation of poetics that converts Amerindians from secondary and minor figures into complex characters on the way to “ensauvagement” of Quebec literature.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.066
Threshold uncertainty score0.477

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0110.006
Scholarly communication0.0050.002
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0140.001

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 head0.005
GPT teacher head0.241
Teacher spread0.236 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Explore more

Same venueRomanica SilesianaSame topicCanadian Identity and HistoryFrench-language works237,207