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Record W7025368858

The war we won apart the untold story of two elite agents who became one of the most decorated couples of WWII

2024· article· en· W7025368858 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldComputer Science
TopicParallel Computing and Optimization Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsAdversaryGermanEliteSpanish Civil WarSacrificeWorld War IIResistance (ecology)
DOInot available

Abstract

fetched live from OpenAlex

"Love, betrayal, and a secret war: the untold story of two elite agents, one Canadian, one British, who became one of the most decorated wartime couples of WWII. On opposite sides of the pond, Sonia Butt, an adventurous young British woman, and Guy d'Artois, a French-Canadian soldier and thunderstorm of a man, are preparing to go to war. From different worlds, they make their way to fight in Winston Churchill's secret army against the German forces and, unlike most involved in the world's deadliest conflict to date, to fight from behind enemy lines. Their lives first intersect during clandestine training to become agents with the Special Operations Executive. Sonia and Guy learn how to parachute into enemy territory, how to kill, blow up rail lines, support the French resistance, and eventually...how to love each other. But not long after their hasty marriage, their love is tested by separation, by a titanic invasion--and by indiscretion. Written in vivid, heart stopping prose, we follow their stories of uncommon courage--as Sonia plunges into Nazi-occupied France and slinks into black market restaurants to throw off German forces who knew she'd arrived, while at the same time participating in sabotage operations against them by night; and as Guy, in another corner of France, trains hundreds into a resistance army, fashioning himself a military leader, weapons instructor, and peacemaker all at once. Reconstructed from hours of unpublished interviews and hundreds of archival and personal documents, Ayed tells a story of sacrifice and youthful folly; a story about the ravaging costs of war paid for disproportionately by the young. But more than anything, The War We Won Apart is a story about love: two secret agents who were supposed to land in enemy territory together, but were fated to fight the war apart."--

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)0.001
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: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.934
Threshold uncertainty score0.255

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.023
GPT teacher head0.275
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; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
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

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