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Record W6945782796 · doi:10.25446/oxford.25253692

57570: Photograph of a soldier with boxing gloves, Mechanised Transport A.S.C.

2024· other· en· W6945782796 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Oxford · 2024
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsPhotographyService (business)Performance art

Abstract

fetched live from OpenAlex

A soldier stands in his barrack compound in Chester, with boxing gloves on. From other photos in Walter Powell's collection it is possible that this is either Corporal 'Skip' from Seattle, Canada [sic] or it may be Private Davies 265537. In the diary of Walter's father W.J. Powell it is recorded that he was sent photographs from Wal (Walter) from Chester taken by Private Davies 265537, this may be one of these. Part of a collection relating to Walter H. Powell, Llandrindod Wells, (private / driver M2-267205 Mechanised Transport Army Service Corps). Born 1898, Walter tried to join up under-age on a number of occasions, finally succeeding in 1916. He served many months - (more than 2 years?) - in different army units in Britain, before going over to France. He served as a despatch rider for an anti-aircraft battery in 1918-1919. Walter was gassed "suffering the effects all his life". He was a founder member of Toc-H in Llandrindod, and a keen footballer - he died in 1994 aged 96. However Walter's older brothers (Cliff and Percy Powell) and his uncle (Humphrey Powell) died of wounds sustained during 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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.067
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.007
GPT teacher head0.180
Teacher spread0.173 · 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.

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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