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Record W2164712678 · doi:10.3917/gmcc.250.0007

La naissance de l'armée canadienne moderne : le corps canadien durant la Grande Guerre de 1914-1918

2013· article· fr· W2164712678 on OpenAlex
Ian McCulloch

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGuerres mondiales et conflits contemporains · 2013
Typearticle
Languagefr
FieldSocial Sciences
TopicWorld Wars: History, Literature, and Impact
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArtPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Au cours des vingt dernières années, de nombreuses études savantes ont traité du rôle joué par le Corps expéditionnaire canadien (CEC) durant la Première Guerre mondiale. À de rares exceptions près, leur attention a principalement porté sur deux éléments : le premier étant le haut commandement et les relations qu’il avait avec les politiciens et les généraux, le second étant la guerre dans les tranchées. En revanche, l’étude du commandement et du contrôle tactiques a souvent été laissée de côté, peut-être parce qu’elle ne présente pas la charge émotive associée aux deux précédents domaines. En tentant de réparer cette lacune, cette étude vise à démontrer que l’histoire du commandement permet de faire apparaître que les vrais catalyseurs qui ont favorisé l’efficacité tactique du Canada, et qui ont amené la fin des guerres de tranchées de la Grande Guerre, étaient les réorganisations novatrices. Ce faisant, cette étude fait apparaître que c’est dans ce processus évolutif qu’est née l’armée canadienne moderne et professionnelle.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.904
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.003
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
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 head0.025
GPT teacher head0.270
Teacher spread0.245 · 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