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Record W6964349929 · doi:10.25446/oxford.25934986

An Airforce Love Story

2024· other· en· W6964349929 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Oxford · 2024
Typeother
Languageen
FieldEnvironmental Science
TopicPlant Ecology and Soil Science
Canadian institutionsnot available
Fundersnot available
KeywordsEmbarrassmentShot (pellet)Love storyDaughterStyle (visual arts)

Abstract

fetched live from OpenAlex

The couple in question are Rober William Clement Wilde and Barbar Henrietta Bellew. Their daughter, the contributor, brought a large photograph album made of leather embossed with Egyptian symbols and monuments like pyramids and Sphinx.Her parents were both in the RAF. Her mother came from the West Country and her dad was from the East End and they met in Egypt during the war. The album records their experiences during the war. They were in Egypt for the whole of the war. Then her mother came home first and Dad later. The contributor pointed to one of the pictures labelled WOG with some embarrassment but said she had been told that it meant Western Oriental Gentleman! The pictures are all labelled and dated but she is puzzled by one or two which appear to have been bought- like the picture of Rommel. Her Mum was a corporal who made packs for the plane crews in case they were shot down and Dad was a private on the ground crew.They always said they had a good time in Egypt. They never talked about the bad times. They spent most of their time in Cairo but also went to Alexandria. In the album, there is a picture of Joe - A Canadian - and the daughter had met him on a trip to Canada.Her parents were both demobbed at the end of the war.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.024
Threshold uncertainty score0.996

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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0290.005

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 head0.005
GPT teacher head0.179
Teacher spread0.174 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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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