MétaCan
Menu
Back to cohort
Record W6986521008

Practical Inclusion: Representing French-Canadians in the Army during the Second World War

2024· dissertation· en· W6986521008 on OpenAlexaboutno aff

Bibliographic record

VenueUWSpace (University of Waterloo) · 2024
Typedissertation
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMachine Learning in Bioinformatics
Canadian institutionsnot available
Fundersnot available
KeywordsFrenchRepresentation (politics)World War IIParliamentEconomic shortagePoliticsPoison control
DOInot available

Abstract

fetched live from OpenAlex

This dissertation offers a thorough re-examination of the process and reasons for why French-Canadian representation in the Canadian Army increased during the Second World War. It argues that the army’s leadership endeavoured to increase French-Canadian representation because of a shortage of recruits for the expanding army to combat the growing Axis threat and to avoid conscription for overseas service. The Goforth Report in 1941 proposed solutions to increase representation and by 1942-1943, the number of French-speaking units, officers, French language manuals, French language training camps, trades, and advanced training centres increased considerably. During the 1944 reinforcement crisis, senior officers exhausted efforts to maintain Francophone army representation within the four French-speaking battalions prior to sending conscripts overseas. This thesis also argues that French-Canadians, especially when compared to those who joined the Canadian Expeditionary Force (CEF), made an even more significant contribution to the strength of the wartime Canadian Army. 
\n
\nOther studies in this thesis further explore the French-Canadian army experience. An examination of the Parliamentary debates and the Francophone press shows that most Francophone Members of Parliament (MPs) did not want to participate in another global war while the stance of the French language press was more complex. A random sample of courts martials of both French and English-speaking soldiers shows that the most common crimes were absence without leave (AWL) and desertion. Francophones faced harsher punishments as they were charged and convicted slightly more often of AWL and desertion and spent more time incarcerated for these two crimes. Both language groups also had significant differences to explain their offences. Finally, a study of Francophone soldiers and their Catholic faith shows that Catholicism both sustained and undermined French Canada’s relationship with the army.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.633
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.006
GPT teacher head0.231
Teacher spread0.225 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueUWSpace (University of Waterloo)Same topicMachine Learning in BioinformaticsFrench-language works237,207