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Record W956291124 · doi:10.4000/belphegor.419

Sophie Beaulé, Jean-Louis Trudel

2011· article· fr· W956291124 on OpenAlexvenueaboutno aff
Amy J. Ransom

Bibliographic record

VenueBelphégor · 2011
Typearticle
Languagefr
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArtArt history

Abstract

fetched live from OpenAlex

Le premier livre consacré à l'étude d'un seul auteur du très actif milieu de la sciencefiction et du fantastique canadien-français, Jean-Louis Trudel par Sophie Beaulé, fait honneur à son sujet.Les Éditions David, dédiées à la publication d'auteurs francophones en dehors du Québec, offrent dans la série « Voix didactiques » des « monographies sur des auteurs de jeunesse et guides d'enseignement.» Cette étude du cycle de romans, Les Saisons de Nigelle (1997)(1998)(1999)(2000), remplit bien cet objectif pédagogique sans pour autant décevoir le chercheur qui désire connaître l'œuvre de l'écrivain franco-ontarien.Trop souvent méprisé, le guide pédagogique se trouve racheté sous la main de Beaulé et ce travail offre un modèle pour d'autres ouvrages de référence dans sa structure et dans son style.

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)0.002
metaresearch head score (Gemma)0.007
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: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.569
Threshold uncertainty score0.858

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.005
Scholarly communication0.0070.003
Open science0.0010.002
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0140.006

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 head0.046
GPT teacher head0.240
Teacher spread0.195 · 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
GenreReview

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
Published2011
Admission routes2
Has abstractyes

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