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Record W4376612103 · doi:10.3138/jmvfh-2022-0026

The end-of-mission airlock: More than a homecoming tool for French Army soldiers

2023· article· en· W4376612103 on OpenAlexaffvenue
Léa Ruelle, Candice M. Christmas

Bibliographic record

VenueJournal of Military Veteran and Family Health · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicAnthropology: Ethics, History, Culture
Canadian institutionsCanadian Institute for Military and Veteran Health Research
Fundersnot available
KeywordsHomecomingSoftware deploymentAeronauticsEngineeringPolitical sciencePsychologyHistoryArt history

Abstract

fetched live from OpenAlex

Returning from war missions can be difficult for French Army soldiers. An alteration of their relationship to time, called a ritual of suspense, allows soldiers sent on missions to exist in a continuous cognitive present state that helps protect them from the stressors of war. The focus of this anthropological comparative study was on the end-of-mission airlock, a practice designed to help soldiers exit from this ritual, to leave an in-the-moment mindset and better reintegrate into civilian/garrison life. Using an ethnographic framework of operational projection (from preparation for war to return) with two French Army groups, this article explores the lived reality of soldiers. As one of the two groups observed was unable to complete an end-of-mission airlock as planned, a comparative analysis was conducted to explain the impact of end-of-mission airlocks on soldiers' abilities to return to the realities of civilian/garrison life after being in a theatre of war. The comparison indicates the incomplete airlock resulted in a failure to re-anchor in a tri-partitioned time (past-present-future) as measured by soldiers' ability to decompress, increase health and well-being, and limit drug consumption. Without a way to exit the ritual of suspense, soldiers remain in a continuous present state. Descriptive results of this study provide a complementary basis for exploring end-of-mission airlocks as a protective link for the mental health of deployed French military personnel that could be reinforced based on this implicit social process.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.029
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0090.006
Scholarly communication0.0030.001
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.066
GPT teacher head0.388
Teacher spread0.322 · 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 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
Published2023
Admission routes2
Has abstractyes

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Same venueJournal of Military Veteran and Family HealthSame topicAnthropology: Ethics, History, CultureFrench-language works237,207