MétaCan
Menu
Back to cohort
Record W2093071828 · doi:10.7202/055982ar

Les " caractères " nationaux dans un manuel de géographie des années 1930

2005· article· fr· W2093071828 on OpenAlexvenueaboutno aff
Pierre Savard

Bibliographic record

VenueRecherches sociographiques · 2005
Typearticle
Languagefr
FieldSocial Sciences
TopicHistorical Geography and Geographical Thought
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

Peu d'écoliers canadiens-français du Québec ont échappé entre 1920 et 1960 aux manuels de géographie des Frères Maristes. Ces ouvrages sont même passés dans la littérature de souvenir avec leurs cartes et leurs illustrations aux couleurs vives et leurs formules du type : « Montréal, la ville aux cent clochers ». Tout en fournissant une information abondante et constamment mise à jour dans une présentation agréable, les manuels de la collection des Frères Maristes restent proches de la nomenclature dans le style des manuels de l'époque. On y trouve un autre caractère qui ne laisse pas de surprendre le lecteur d'aujourd'hui : l'abondance des jugements de valeurs et des stéréotypes nationaux. L'étude de ces passages nous apparaît des plus révélatrices d'une vision très caractérisée du monde qu'on vise à inculquer à la jeunesse du temps.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.466
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.010
Science and technology studies0.0030.013
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0020.002
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 head0.103
GPT teacher head0.354
Teacher spread0.251 · 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 designObservational
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

Citations4
Published2005
Admission routes2
Has abstractyes

Explore more

Same venueRecherches sociographiquesSame topicHistorical Geography and Geographical ThoughtFrench-language works237,207