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Record W1526805412

'Victims of War'? Mentally-Traumatized Soldiers and the State, 1918-1939

2003· article· en· W1526805412 on OpenAlexfundno aff
Patricia E. Prestwich

Bibliographic record

VenueThe Journal of the Abraham Lincoln Association · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary, Security, and Education Studies
Canadian institutionsnot available
FundersCanadian Institutes of Health Research
KeywordsPsychologyState (computer science)Mentally illCriminologyPsychiatryMental healthMental illnessComputer science
DOInot available

Abstract

fetched live from OpenAlex

In 1922, a French military nurse suffering from mental exhaustion applied for a disability pension, stating that "I left for the front in superb health. . . .Now I am condemned to my bed and total rest."Her pension, she wrote, had been "painfully paid for." 1 Veterans of the First World War who suffered from psychological trauma, as well as their families, neighbors, and former comrades, agreed with her argument.Before Pension Boards and Appeals Courts, they maintained that the war was the only possible explanation for often severe, but frequently delayed, mental distress.Consequently, as the father of one incapacitated veteran informed the Pension Board, its sole duty was to decide immediately on the pension that "is owed to my son and the treatment to which he has a right." 2 In the complex processes that determined which veterans would receive a pension for mental trauma or "war neurosis," such declarations constituted an important counterweight to the

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)0.010
metaresearch head score (Gemma)0.003
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: Empirical
Teacher disagreement score0.423
Threshold uncertainty score0.836

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.015
GPT teacher head0.291
Teacher spread0.276 · 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

Citations2
Published2003
Admission routes1
Has abstractyes

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